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Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
3D Pose Transfer with Correspondence Learning and Mesh Refinement
Chaoyue Song · Jiacheng Wei · Ruibo Li · Fayao Liu · Guosheng Lin
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
On Optimal Interpolation in Linear Regression
Eduard Oravkin · Patrick Rebeschini
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
LADA: Look-Ahead Data Acquisition via Augmentation for Deep Active Learning
Yoon-Yeong Kim · Kyungwoo Song · JoonHo Jang · Il-chul Moon
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Physics-Aware Downsampling with Deep Learning for Scalable Flood Modeling
Niv Giladi · Zvika Ben-Haim · Sella Nevo · Yossi Matias · Daniel Soudry
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Action-guided 3D Human Motion Prediction
Jiangxin Sun · Zihang Lin · Xintong Han · Jian-Fang Hu · Jia Xu · Wei-Shi Zheng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Instance-Dependent Bounds for Zeroth-order Lipschitz Optimization with Error Certificates
Francois Bachoc · Tom Cesari · Sébastien Gerchinovitz
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
RelaySum for Decentralized Deep Learning on Heterogeneous Data
Thijs Vogels · Lie He · Anastasiia Koloskova · Sai Praneeth Karimireddy · Tao Lin · Sebastian Stich · Martin Jaggi
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Learning Collaborative Policies to Solve NP-hard Routing Problems
Minsu Kim · Jinkyoo Park · joungho kim
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph
Junhan Yang · Zheng Liu · Shitao Xiao · Chaozhuo Li · Defu Lian · Sanjay Agrawal · Amit Singh · Guangzhong Sun · Xing Xie
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Combating Noise: Semi-supervised Learning by Region Uncertainty Quantification
Zhenyu Wang · Ya-Li Li · Ye Guo · Shengjin Wang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Dynamic Grained Encoder for Vision Transformers
Lin Song · Songyang Zhang · Songtao Liu · Zeming Li · Xuming He · Hongbin Sun · Jian Sun · Nanning Zheng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Instance-Conditional Knowledge Distillation for Object Detection
Zijian Kang · Peizhen Zhang · Xiangyu Zhang · Jian Sun · Nanning Zheng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Differentiable Equilibrium Computation with Decision Diagrams for Stackelberg Models of Combinatorial Congestion Games
Shinsaku Sakaue · Kengo Nakamura
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
OSOA: One-Shot Online Adaptation of Deep Generative Models for Lossless Compression
Chen Zhang · Shifeng Zhang · Fabio Maria Carlucci · Zhenguo Li
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Safe Reinforcement Learning by Imagining the Near Future
Garrett Thomas · Yuping Luo · Tengyu Ma
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Structured Dropout Variational Inference for Bayesian Neural Networks
Son Nguyen · Duong Nguyen · Khai Nguyen · Khoat Than · Hung Bui · Nhat Ho
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Word2Fun: Modelling Words as Functions for Diachronic Word Representation
Benyou Wang · Emanuele Di Buccio · Massimo Melucci
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Balanced Chamfer Distance as a Comprehensive Metric for Point Cloud Completion
Tong Wu · Liang Pan · Junzhe Zhang · Tai WANG · Ziwei Liu · Dahua Lin
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Metropolis-Hastings Data Augmentation for Graph Neural Networks
Hyeonjin Park · Seunghun Lee · Sihyeon Kim · Jinyoung Park · Jisu Jeong · Kyung-Min Kim · Jung-Woo Ha (NAVER AI Lab) · Hyunwoo Kim
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
AFEC: Active Forgetting of Negative Transfer in Continual Learning
Liyuan Wang · Mingtian Zhang · Zhongfan Jia · Qian Li · Chenglong Bao · Kaisheng Ma · Jun Zhu · Yi Zhong
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
MLP-Mixer: An all-MLP Architecture for Vision
Ilya Tolstikhin · Neil Houlsby · Alexander Kolesnikov · Lucas Beyer · Xiaohua Zhai · Thomas Unterthiner · Jessica Yung · Andreas Steiner · Daniel Keysers · Jakob Uszkoreit · Mario Lucic · Alexey Dosovitskiy
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck
Junho Kim · Byung-Kwan Lee · Yong Man Ro
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Image Generation using Continuous Filter Atoms
Ze Wang · Seunghyun Hwang · Zichen Miao · Qiang Qiu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning
Jongjin Park · Younggyo Seo · Chang Liu · Li Zhao · Tao Qin · Jinwoo Shin · Tie-Yan Liu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning
Hyuck Lee · Seungjae Shin · Heeyoung Kim
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions
Mathias Niepert · Pasquale Minervini · Luca Franceschi
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Online Variational Filtering and Parameter Learning
Andrew Campbell · Yuyang Shi · Thomas Rainforth · Arnaud Doucet
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Self-Instantiated Recurrent Units with Dynamic Soft Recursion
Aston Zhang · Yi Tay · Yikang Shen · Alvin Chan · SHUAI ZHANG
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Predicting Molecular Conformation via Dynamic Graph Score Matching
Shitong Luo · Chence Shi · Minkai Xu · Jian Tang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Credal Self-Supervised Learning
Julian Lienen · Eyke Hüllermeier
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Node Dependent Local Smoothing for Scalable Graph Learning
Wentao Zhang · Mingyu Yang · Zeang Sheng · Yang Li · Wen Ouyang · Yangyu Tao · Zhi Yang · Bin CUI
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Garment4D: Garment Reconstruction from Point Cloud Sequences
Fangzhou Hong · Liang Pan · Zhongang Cai · Ziwei Liu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Graph Adversarial Self-Supervised Learning
Longqi Yang · Liangliang Zhang · Wenjing Yang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
A PAC-Bayes Analysis of Adversarial Robustness
Paul Viallard · Eric Guillaume VIDOT · Amaury Habrard · Emilie Morvant
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Learnability of Linear Thresholds from Label Proportions
Rishi Saket
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Shape from Blur: Recovering Textured 3D Shape and Motion of Fast Moving Objects
Denys Rozumnyi · Martin R. Oswald · Vittorio Ferrari · Marc Pollefeys
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Latent Equilibrium: A unified learning theory for arbitrarily fast computation with arbitrarily slow neurons
Paul Haider · Benjamin Ellenberger · Laura Kriener · Jakob Jordan · Walter Senn · Mihai A. Petrovici
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Collaborative Learning in the Jungle (Decentralized, Byzantine, Heterogeneous, Asynchronous and Nonconvex Learning)
El Mahdi El-Mhamdi · Sadegh Farhadkhani · Rachid Guerraoui · Arsany Guirguis · Lê-Nguyên Hoang · Sébastien Rouault
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Sparsely Changing Latent States for Prediction and Planning in Partially Observable Domains
Christian Gumbsch · Martin V. Butz · Georg Martius
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
How Should Pre-Trained Language Models Be Fine-Tuned Towards Adversarial Robustness?
Xinshuai Dong · Anh Tuan Luu · Min Lin · Shuicheng Yan · Hanwang Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis
Xudong XU · Xingang Pan · Dahua Lin · Bo Dai
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction
Gal Dalal · Assaf Hallak · Steven Dalton · iuri frosio · Shie Mannor · Gal Chechik
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
VoiceMixer: Adversarial Voice Style Mixup
Sang-Hoon Lee · Ji-Hoon Kim · Hyunseung Chung · Seong-Whan Lee
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples
Yi Xu · Jiandong Ding · Lu Zhang · Shuigeng Zhou
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training
Yuanhao Cai · Xiaowan Hu · Haoqian Wang · Yulun Zhang · Hanspeter Pfister · Donglai Wei
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
A single gradient step finds adversarial examples on random two-layers neural networks
Sebastien Bubeck · Yeshwanth Cherapanamjeri · Gauthier Gidel · Remi Tachet des Combes
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss
Jeff Z. HaoChen · Colin Wei · Adrien Gaidon · Tengyu Ma
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Regularized Softmax Deep Multi-Agent Q-Learning
Ling Pan · Tabish Rashid · Bei Peng · Longbo Huang · Shimon Whiteson
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Alias-Free Generative Adversarial Networks
Tero Karras · Miika Aittala · Samuli Laine · Erik Härkönen · Janne Hellsten · Jaakko Lehtinen · Timo Aila
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Efficient and Accurate Gradients for Neural SDEs
Patrick Kidger · James Foster · Xuechen (Chen) Li · Terry Lyons
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
A Mathematical Framework for Quantifying Transferability in Multi-source Transfer Learning
Xinyi Tong · Xiangxiang Xu · Shao-Lun Huang · Lizhong Zheng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning
Yining Hong · Li Yi · Josh Tenenbaum · Antonio Torralba · Chuang Gan
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Contrastive Graph Poisson Networks: Semi-Supervised Learning with Extremely Limited Labels
Sheng Wan · Yibing Zhan · Liu Liu · Baosheng Yu · Shirui Pan · Chen Gong
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Convex Polytope Trees
Mohammadreza Armandpour · Ali Sadeghian · Mingyuan Zhou
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
TacticZero: Learning to Prove Theorems from Scratch with Deep Reinforcement Learning
Minchao Wu · Michael Norrish · Christian Walder · Amir Dezfouli
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition
Yichong Leng · Xu Tan · Linchen Zhu · Jin Xu · Renqian Luo · Linquan Liu · Tao Qin · Xiangyang Li · Edward Lin · Tie-Yan Liu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis
JAEHOON LEE · Jihyeon Hyeong · Jinsung Jeon · Noseong Park · Jihoon Cho
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Not All Images are Worth 16x16 Words: Dynamic Transformers for Efficient Image Recognition
Yulin Wang · Rui Huang · Shiji Song · Zeyi Huang · Gao Huang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Learning Debiased and Disentangled Representations for Semantic Segmentation
Sanghyeok Chu · Dongwan Kim · Bohyung Han
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Mastering Atari Games with Limited Data
Weirui Ye · Shaohuai Liu · Thanard Kurutach · Pieter Abbeel · Yang Gao
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Global Filter Networks for Image Classification
Yongming Rao · Wenliang Zhao · Zheng Zhu · Jiwen Lu · Jie Zhou
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Information-theoretic generalization bounds for black-box learning algorithms
Hrayr Harutyunyan · Maxim Raginsky · Greg Ver Steeg · Aram Galstyan
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Efficient Training of Visual Transformers with Small Datasets
Yahui Liu · Enver Sangineto · Wei Bi · Nicu Sebe · Bruno Lepri · Marco Nadai
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Uncertainty Quantification and Deep Ensembles
Rahul Rahaman · alexandre thiery
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Weak-shot Fine-grained Classification via Similarity Transfer
Junjie Chen · Li Niu · Liu Liu · Liqing Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Loss function based second-order Jensen inequality and its application to particle variational inference
Futoshi Futami · Tomoharu Iwata · naonori ueda · Issei Sato · Masashi Sugiyama
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
A Framework to Learn with Interpretation
Jayneel Parekh · Pavlo Mozharovskyi · Florence d'Alché-Buc
[ Slides
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Faster Directional Convergence of Linear Neural Networks under Spherically Symmetric Data
Dachao Lin · Ruoyu Sun · Zhihua Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Generalization Error Rates in Kernel Regression: The Crossover from the Noiseless to Noisy Regime
Hugo Cui · Bruno Loureiro · Florent Krzakala · Lenka Zdeborová
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Learning Causal Semantic Representation for Out-of-Distribution Prediction
Chang Liu · Xinwei Sun · Jindong Wang · Haoyue Tang · Tao Li · Tao Qin · Wei Chen · Tie-Yan Liu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
UFC-BERT: Unifying Multi-Modal Controls for Conditional Image Synthesis
Zhu Zhang · Jianxin Ma · Chang Zhou · Rui Men · Zhikang Li · Ming Ding · Jie Tang · Jingren Zhou · Hongxia Yang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Do Input Gradients Highlight Discriminative Features?
Harshay Shah · Prateek Jain · Praneeth Netrapalli
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Optimizing Conditional Value-At-Risk of Black-Box Functions
Quoc Phong Nguyen · Zhongxiang Dai · Bryan Kian Hsiang Low · Patrick Jaillet
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer
Yining Ma · Jingwen Li · Zhiguang Cao · Wen Song · Le Zhang · Zhenghua Chen · Jing Tang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Dual-stream Network for Visual Recognition
Mingyuan Mao · peng gao · Renrui Zhang · Honghui Zheng · Teli Ma · Yan Peng · Errui Ding · Baochang Zhang · Shumin Han
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Efficient Equivariant Network
Lingshen He · Yuxuan Chen · zhengyang shen · Yiming Dong · Yisen Wang · Zhouchen Lin
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation
Zaixiang Zheng · Hao Zhou · Shujian Huang · Jiajun Chen · Jingjing Xu · Lei Li
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing
Wen Shen · Qihan Ren · Dongrui Liu · Quanshi Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL
Jack Parker-Holder · Vu Nguyen · Shaan Desai · Stephen J Roberts
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Landmark-RxR: Solving Vision-and-Language Navigation with Fine-Grained Alignment Supervision
Keji He · Yan Huang · Qi Wu · Jianhua Yang · Dong An · Shuanglin Sima · Liang Wang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
K-Net: Towards Unified Image Segmentation
Wenwei Zhang · Jiangmiao Pang · Kai Chen · Chen Change Loy
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Parametrized Quantum Policies for Reinforcement Learning
Sofiene Jerbi · Casper Gyurik · Simon Marshall · Hans Briegel · Vedran Dunjko
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Pruning Randomly Initialized Neural Networks with Iterative Randomization
Daiki Chijiwa · Shin'ya Yamaguchi · Yasutoshi Ida · Kenji Umakoshi · Tomohiro INOUE
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Rate-Optimal Subspace Estimation on Random Graphs
Zhixin Zhou · Fan Zhou · Ping Li · Cun-Hui Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
GradInit: Learning to Initialize Neural Networks for Stable and Efficient Training
Chen Zhu · Renkun Ni · Zheng Xu · Kezhi Kong · W. Ronny Huang · Tom Goldstein
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Searching Parameterized AP Loss for Object Detection
Tao Chenxin · Zizhang Li · Xizhou Zhu · Gao Huang · Yong Liu · jifeng dai
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Capturing implicit hierarchical structure in 3D biomedical images with self-supervised hyperbolic representations
Joy Hsu · Jeffrey Gu · Gong Wu · Wah Chiu · Serena Yeung
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Smooth Bilevel Programming for Sparse Regularization
Clarice Poon · Gabriel Peyré
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Alignment Attention by Matching Key and Query Distributions
Shujian Zhang · Xinjie Fan · Huangjie Zheng · Korawat Tanwisuth · Mingyuan Zhou
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression
Laetitia Chapel · Rémi Flamary · Haoran Wu · Cédric Févotte · Gilles Gasso
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Hard-Attention for Scalable Image Classification
Athanasios Papadopoulos · Pawel Korus · Nasir Memon
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Post-Training Quantization for Vision Transformer
Zhenhua Liu · Yunhe Wang · Kai Han · Wei Zhang · Siwei Ma · Wen Gao
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Linear Convergence of Gradient Methods for Estimating Structured Transition Matrices in High-dimensional Vector Autoregressive Models
Xiao Lv · Wei Cui · Yulong Liu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling
Bowen Zhang · Yidong Wang · Wenxin Hou · HAO WU · Jindong Wang · Manabu Okumura · Takahiro Shinozaki
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples
Sungyoon Lee · Woojin Lee · Jinseong Park · Jaewook Lee
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Exploiting Domain-Specific Features to Enhance Domain Generalization
Manh-Ha Bui · Toan Tran · Anh Tran · Dinh Phung
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
OctField: Hierarchical Implicit Functions for 3D Modeling
Jia-Heng Tang · Weikai Chen · jie Yang · Bo Wang · Songrun Liu · Bo Yang · Lin Gao
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Data-Efficient Instance Generation from Instance Discrimination
Ceyuan Yang · Yujun Shen · Yinghao Xu · Bolei Zhou
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Contrastive Laplacian Eigenmaps
Hao Zhu · Ke Sun · Peter Koniusz
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Neural Production Systems
Anirudh Goyal ALIAS PARTH GOYAL · Aniket Didolkar · Nan Rosemary Ke · Charles Blundell · Philippe Beaudoin · Nicolas Heess · Michael Mozer · Yoshua Bengio
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Variational Inference for Continuous-Time Switching Dynamical Systems
Lukas Köhs · Bastian Alt · Heinz Koeppl
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Universal Semi-Supervised Learning
Zhuo Huang · Chao Xue · Bo Han · Jian Yang · Chen Gong
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
SAPE: Spatially-Adaptive Progressive Encoding for Neural Optimization
Amir Hertz · Or Perel · Raja Giryes · Olga Sorkine-hornung · Daniel Cohen-or
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Learning Transferable Features for Point Cloud Detection via 3D Contrastive Co-training
Zeng Yihan · Chunwei Wang · Yunbo Wang · Hang Xu · Chaoqiang Ye · Zhen Yang · Chao Ma
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction
Konstantin Schürholt · Dimche Kostadinov · Damian Borth
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Rethinking and Reweighting the Univariate Losses for Multi-Label Ranking: Consistency and Generalization
Guoqiang Wu · Chongxuan LI · Kun Xu · Jun Zhu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Neural Dubber: Dubbing for Videos According to Scripts
Chenxu Hu · Qiao Tian · Tingle Li · Wang Yuping · Yuxuan Wang · Hang Zhao
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Conic Blackwell Algorithm: Parameter-Free Convex-Concave Saddle-Point Solving
Julien Grand-Clément · Christian Kroer
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
A 3D Generative Model for Structure-Based Drug Design
Shitong Luo · Jiaqi Guan · Jianzhu Ma · Jian Peng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Instance-Dependent Partial Label Learning
Ning Xu · Congyu Qiao · Xin Geng · Min-Ling Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
All Tokens Matter: Token Labeling for Training Better Vision Transformers
Zi-Hang Jiang · Qibin Hou · Li Yuan · Daquan Zhou · Yujun Shi · Xiaojie Jin · Anran Wang · Jiashi Feng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Posterior Meta-Replay for Continual Learning
Christian Henning · Maria Cervera · Francesco D'Angelo · Johannes von Oswald · Regina Traber · Benjamin Ehret · Seijin Kobayashi · Benjamin F. Grewe · João Sacramento
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
A self consistent theory of Gaussian Processes captures feature learning effects in finite CNNs
Gadi Naveh · Zohar Ringel
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
On the Convergence of Step Decay Step-Size for Stochastic Optimization
Xiaoyu Wang · Sindri Magnússon · Mikael Johansson
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration
Theo Bodrito · Alexandre Zouaoui · Jocelyn Chanussot · Julien Mairal
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond
Đ.Khuê Lê-Huu · Karteek Alahari
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Learning to Simulate Self-driven Particles System with Coordinated Policy Optimization
Zhenghao Peng · Quanyi Li · Ka Ming Hui · Chunxiao Liu · Bolei Zhou
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Debiased Visual Question Answering from Feature and Sample Perspectives
Zhiquan Wen · Guanghui Xu · Mingkui Tan · Qingyao Wu · Qi Wu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Topology-Imbalance Learning for Semi-Supervised Node Classification
Deli Chen · Yankai Lin · Guangxiang Zhao · Xuancheng Ren · Peng Li · Jie Zhou · Xu Sun
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Learning to Execute: Efficient Learning of Universal Plan-Conditioned Policies in Robotics
Ingmar Schubert · Danny Driess · Ozgur S. Oguz · Marc Toussaint
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Greedy and Random Quasi-Newton Methods with Faster Explicit Superlinear Convergence
Dachao Lin · Haishan Ye · Zhihua Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Learning Riemannian metric for disease progression modeling
Samuel Gruffaz · Pierre-Emmanuel Poulet · Etienne Maheux · Bruno Jedynak · Stanley DURRLEMAN
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Neural Routing by Memory
Kaipeng Zhang · Zhenqiang Li · Zhifeng Li · Wei Liu · Yoichi Sato
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud Registration
Hao Yu · Fu Li · Mahdi Saleh · Benjamin Busam · Slobodan Ilic
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery
Lijun Ding · Liwei Jiang · Yudong Chen · Qing Qu · Zhihui Zhu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Bridging Explicit and Implicit Deep Generative Models via Neural Stein Estimators
Qitian Wu · Rui Gao · Hongyuan Zha
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Dynamic Sasvi: Strong Safe Screening for Norm-Regularized Least Squares
Hiroaki Yamada · Makoto Yamada
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Implicit Sparse Regularization: The Impact of Depth and Early Stopping
Jiangyuan Li · Thanh Nguyen · Chinmay Hegde · Ka Wai Wong
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Differentiable Learning Under Triage
Nastaran Okati · Abir De · Manuel Rodriguez
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Distilling Object Detectors with Feature Richness
Du Zhixing · Rui Zhang · Ming Chang · xishan zhang · Shaoli Liu · Tianshi Chen · Yunji Chen
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Mixed Supervised Object Detection by Transferring Mask Prior and Semantic Similarity
Yan Liu · Zhijie Zhang · Li Niu · Junjie Chen · Liqing Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution
Liangbin Xie · Xintao Wang · Chao Dong · Zhongang Qi · Ying Shan
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Neural Additive Models: Interpretable Machine Learning with Neural Nets
Rishabh Agarwal · Levi Melnick · Nicholas Frosst · Xuezhou Zhang · Ben Lengerich · Rich Caruana · Geoffrey Hinton
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness
Jie Ren · Die Zhang · Yisen Wang · Lu Chen · Zhanpeng Zhou · Yiting Chen · Xu Cheng · Xin Wang · Meng Zhou · Jie Shi · Quanshi Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Reliable Estimation of KL Divergence using a Discriminator in Reproducing Kernel Hilbert Space
Sandesh Ghimire · Aria Masoomi · Jennifer Dy
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps
Awais Muhammad · Fengwei Zhou · Chuanlong Xie · Jiawei Li · Sung-Ho Bae · Zhenguo Li
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Iterative Teacher-Aware Learning
Luyao Yuan · Dongruo Zhou · Junhong Shen · Jingdong Gao · Jeffrey L Chen · Quanquan Gu · Ying Nian Wu · Song-Chun Zhu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Adversarial Teacher-Student Representation Learning for Domain Generalization
Fu-En Yang · Yuan-Chia Cheng · Zu-Yun Shiau · Yu-Chiang Frank Wang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Probabilistic Entity Representation Model for Reasoning over Knowledge Graphs
Nurendra Choudhary · Nikhil Rao · Sumeet Katariya · Karthik Subbian · Chandan Reddy
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning
Yifan Zhang · Bryan Hooi · Dapeng Hu · Jian Liang · Jiashi Feng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression
Zhaozhi Qian · William Zame · Lucas Fleuren · Paul Elbers · Mihaela van der Schaar
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Learning Conjoint Attentions for Graph Neural Nets
Tiantian He · Yew Soon Ong · L Bai
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Pareto Domain Adaptation
fangrui lv · Jian Liang · Kaixiong Gong · Shuang Li · Chi Harold Liu · Han Li · Di Liu · Guoren Wang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Compacter: Efficient Low-Rank Hypercomplex Adapter Layers
Rabeeh Karimi Mahabadi · James Henderson · Sebastian Ruder
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Towards Understanding Cooperative Multi-Agent Q-Learning with Value Factorization
Jianhao Wang · Zhizhou Ren · Beining Han · Jianing Ye · Chongjie Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data
Zhi Zhou · Lan-Zhe Guo · Zhanzhan Cheng · Yu-Feng Li · Shiliang Pu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Non-approximate Inference for Collective Graphical Models on Path Graphs via Discrete Difference of Convex Algorithm
Yasunori Akagi · Naoki Marumo · Hideaki Kim · Takeshi Kurashima · Hiroyuki Toda
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Labeling Trick: A Theory of Using Graph Neural Networks for Multi-Node Representation Learning
Muhan Zhang · Pan Li · Yinglong Xia · Kai Wang · Long Jin
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Probabilistic Margins for Instance Reweighting in Adversarial Training
qizhou wang · Feng Liu · Bo Han · Tongliang Liu · Chen Gong · Gang Niu · Mingyuan Zhou · Masashi Sugiyama
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
What Matters for Adversarial Imitation Learning?
Manu Orsini · Anton Raichuk · Leonard Hussenot · Damien Vincent · Robert Dadashi · Sertan Girgin · Matthieu Geist · Olivier Bachem · Olivier Pietquin · Marcin Andrychowicz
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Continuized Accelerations of Deterministic and Stochastic Gradient Descents, and of Gossip Algorithms
Mathieu Even · Raphaël Berthier · Francis Bach · Nicolas Flammarion · Hadrien Hendrikx · Pierre Gaillard · Laurent Massoulié · Adrien Taylor
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
BCORLE($\lambda$): An Offline Reinforcement Learning and Evaluation Framework for Coupons Allocation in E-commerce Market
Yang Zhang · Bo Tang · Qingyu Yang · Dou An · Hongyin Tang · Chenyang Xi · Xueying LI · Feiyu Xiong
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Few-Shot Object Detection via Association and DIscrimination
Yuhang Cao · Jiaqi Wang · Ying Jin · Tong Wu · Kai Chen · Ziwei Liu · Dahua Lin
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
TestRank: Bringing Order into Unlabeled Test Instances for Deep Learning Tasks
YU LI · Min LI · Qiuxia LAI · Yannan Liu · Qiang Xu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Deep learning is adaptive to intrinsic dimensionality of model smoothness in anisotropic Besov space
Taiji Suzuki · Atsushi Nitanda
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Multimodal and Multilingual Embeddings for Large-Scale Speech Mining
Paul-Ambroise Duquenne · Hongyu Gong · Holger Schwenk
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks
Iulia Duta · Andrei Nicolicioiu · Marius Leordeanu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Fast Axiomatic Attribution for Neural Networks
Robin Hesse · Simone Schaub-Meyer · Stefan Roth
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Learning on Random Balls is Sufficient for Estimating (Some) Graph Parameters
Takanori Maehara · Hoang NT
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Locally Most Powerful Bayesian Test for Out-of-Distribution Detection using Deep Generative Models
Keunseo Kim · JunCheol Shin · Heeyoung Kim
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
IQ-Learn: Inverse soft-Q Learning for Imitation
Divyansh Garg · Shuvam Chakraborty · Chris Cundy · Jiaming Song · Stefano Ermon
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Handling Long-tailed Feature Distribution in AdderNets
Minjing Dong · Yunhe Wang · Xinghao Chen · Chang Xu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
An Empirical Study of Adder Neural Networks for Object Detection
Xinghao Chen · Chang Xu · Minjing Dong · Chunjing XU · Yunhe Wang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Neural Architecture Dilation for Adversarial Robustness
Yanxi Li · Zhaohui Yang · Yunhe Wang · Chang Xu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Adaptive First-Order Methods Revisited: Convex Minimization without Lipschitz Requirements
Kimon Antonakopoulos · Panayotis Mertikopoulos
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Neighborhood Reconstructing Autoencoders
Yonghyeon LEE · Hyeokjun Kwon · Frank Park
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Lower Bounds and Optimal Algorithms for Smooth and Strongly Convex Decentralized Optimization Over Time-Varying Networks
Dmitry Kovalev · Elnur Gasanov · Alexander Gasnikov · Peter Richtarik
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Policy Learning Using Weak Supervision
Jingkang Wang · Hongyi Guo · Zhaowei Zhu · Yang Liu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring
Yuhui Quan · Zicong Wu · Hui Ji
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
PolarStream: Streaming Object Detection and Segmentation with Polar Pillars
Qi Chen · Sourabh Vora · Oscar Beijbom
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems
Atara Kaplan · Dan Garber
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
AutoGEL: An Automated Graph Neural Network with Explicit Link Information
Zhili Wang · Shimin DI · Lei Chen
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Distilling Image Classifiers in Object Detectors
Shuxuan Guo · Jose M. Alvarez · Mathieu Salzmann
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Shape your Space: A Gaussian Mixture Regularization Approach to Deterministic Autoencoders
Amrutha Saseendran · Kathrin Skubch · Stefan Falkner · Margret Keuper
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Learning Diverse Policies in MOBA Games via Macro-Goals
Yiming Gao · Bei Shi · Xueying Du · Liang Wang · Guangwei Chen · Zhenjie Lian · Fuhao Qiu · GUOAN HAN · Weixuan Wang · Deheng Ye · Qiang Fu · Wei Yang · Lanxiao Huang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
MAP Propagation Algorithm: Faster Learning with a Team of Reinforcement Learning Agents
Stephen Chung
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Continual World: A Robotic Benchmark For Continual Reinforcement Learning
Maciej Wołczyk · Michał Zając · Razvan Pascanu · Łukasz Kuciński · Piotr Miłoś
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
A Non-commutative Extension of Lee-Seung's Algorithm for Positive Semidefinite Factorizations
Yong Sheng Soh · Antonios Varvitsiotis
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Bridging Non Co-occurrence with Unlabeled In-the-wild Data for Incremental Object Detection
NA DONG · Yongqiang Zhang · Mingli Ding · Gim Hee Lee
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Meta-Learning Sparse Implicit Neural Representations
Jaeho Lee · Jihoon Tack · Namhoon Lee · Jinwoo Shin
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Coarse-to-fine Animal Pose and Shape Estimation
Chen Li · Gim Hee Lee
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Determinantal point processes based on orthogonal polynomials for sampling minibatches in SGD
Rémi Bardenet · Subhroshekhar Ghosh · Meixia LIN
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Learning from Inside: Self-driven Siamese Sampling and Reasoning for Video Question Answering
Weijiang Yu · Haoteng Zheng · Mengfei Li · Lei Ji · Lijun Wu · Nong Xiao · Nan Duan
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Fast Abductive Learning by Similarity-based Consistency Optimization
Yu-Xuan Huang · Wang-Zhou Dai · Le-Wen Cai · Stephen H Muggleton · Yuan Jiang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Differentiable Synthesis of Program Architectures
Guofeng Cui · He Zhu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
On Joint Learning for Solving Placement and Routing in Chip Design
Ruoyu Cheng · Junchi Yan
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
On Riemannian Optimization over Positive Definite Matrices with the Bures-Wasserstein Geometry
Andi Han · Bamdev Mishra · Pratik Kumar Jawanpuria · Junbin Gao
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Stable, Fast and Accurate: Kernelized Attention with Relative Positional Encoding
Shengjie Luo · Shanda Li · Tianle Cai · Di He · Dinglan Peng · Shuxin Zheng · Guolin Ke · Liwei Wang · Tie-Yan Liu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
VAST: Value Function Factorization with Variable Agent Sub-Teams
Thomy Phan · Fabian Ritz · Lenz Belzner · Philipp Altmann · Thomas Gabor · Claudia Linnhoff-Popien
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Multi-View Representation Learning via Total Correlation Objective
HyeongJoo Hwang · Geon-Hyeong Kim · Seunghoon Hong · Kee-Eung Kim
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Vector-valued Distance and Gyrocalculus on the Space of Symmetric Positive Definite Matrices
Federico López · Beatrice Pozzetti · Steve Trettel · Michael Strube · Anna Wienhard
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Two steps to risk sensitivity
Christopher Gagne · Peter Dayan
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Provably Efficient Black-Box Action Poisoning Attacks Against Reinforcement Learning
Guanlin Liu · Lifeng LAI
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Non-asymptotic convergence bounds for Wasserstein approximation using point clouds
Quentin Mérigot · Filippo Santambrogio · Clément SARRAZIN
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Coordinated Proximal Policy Optimization
Zifan Wu · Chao Yu · Deheng Ye · Junge Zhang · haiyin piao · Hankz Hankui Zhuo
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Stable Neural ODE with Lyapunov-Stable Equilibrium Points for Defending Against Adversarial Attacks
Qiyu Kang · Yang Song · Qinxu Ding · Wee Peng Tay
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Set Prediction in the Latent Space
Konpat Preechakul · Chawan Piansaddhayanon · Burin Naowarat · Tirasan Khandhawit · Sira Sriswasdi · Ekapol Chuangsuwanich
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Relative Uncertainty Learning for Facial Expression Recognition
Yuhang Zhang · Chengrui Wang · Weihong Deng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
BlendGAN: Implicitly GAN Blending for Arbitrary Stylized Face Generation
Mingcong Liu · Qiang Li · Zekui Qin · Guoxin Zhang · Pengfei Wan · Wen Zheng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Only Train Once: A One-Shot Neural Network Training And Pruning Framework
Tianyi Chen · Bo Ji · Tianyu Ding · Biyi Fang · Guanyi Wang · Zhihui Zhu · Luming Liang · Yixin Shi · Sheng Yi · Xiao Tu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Ising Model Selection Using $\ell_{1}$-Regularized Linear Regression: A Statistical Mechanics Analysis
Xiangming Meng · Tomoyuki Obuchi · Yoshiyuki Kabashima
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Recognizing Vector Graphics without Rasterization
XINYANG JIANG · LU LIU · Caihua Shan · Yifei Shen · Xuanyi Dong · Dongsheng Li
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Unsupervised Representation Transfer for Small Networks: I Believe I Can Distill On-the-Fly
Hee Min Choi · Hyoa Kang · Dokwan Oh
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Generative vs. Discriminative: Rethinking The Meta-Continual Learning
Mohammadamin Banayeeanzade · Rasoul Mirzaiezadeh · Hosein Hasani · Mahdieh Soleymani
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Scalable Rule-Based Representation Learning for Interpretable Classification
Zhuo Wang · Wei Zhang · Ning Liu · Jianyong Wang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Even your Teacher Needs Guidance: Ground-Truth Targets Dampen Regularization Imposed by Self-Distillation
Kenneth Borup · Lars N Andersen
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
RIM: Reliable Influence-based Active Learning on Graphs
Wentao Zhang · Yexin Wang · Zhenbang You · Meng Cao · Ping Huang · Jiulong Shan · Zhi Yang · Bin CUI
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
On Robust Optimal Transport: Computational Complexity and Barycenter Computation
Khang Le · Huy Nguyen · Quang M Nguyen · Tung Pham · Hung Bui · Nhat Ho
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems
Yi Ma · Xiaotian Hao · Jianye Hao · Jiawen Lu · Xing Liu · Tong Xialiang · Mingxuan Yuan · Zhigang Li · Jie Tang · Zhaopeng Meng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Celebrating Diversity in Shared Multi-Agent Reinforcement Learning
Li Chenghao · Tonghan Wang · Chengjie Wu · Qianchuan Zhao · Jun Yang · Chongjie Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Robust Pose Estimation in Crowded Scenes with Direct Pose-Level Inference
Dongkai Wang · Shiliang Zhang · Gang Hua
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Learning Nonparametric Volterra Kernels with Gaussian Processes
Magnus Ross · Michael T Smith · Mauricio Álvarez
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Mitigating Forgetting in Online Continual Learning with Neuron Calibration
Haiyan Yin · peng yang · Ping Li
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Credit Assignment in Neural Networks through Deep Feedback Control
Alexander Meulemans · Matilde Tristany Farinha · Javier Garcia Ordonez · Pau Vilimelis Aceituno · João Sacramento · Benjamin F. Grewe
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Tracking People with 3D Representations
Jathushan Rajasegaran · Georgios Pavlakos · Angjoo Kanazawa · Jitendra Malik
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Generalized and Discriminative Few-Shot Object Detection via SVD-Dictionary Enhancement
Aming WU · Suqi Zhao · Cheng Deng · Wei Liu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Offline Reinforcement Learning with Reverse Model-based Imagination
Jianhao Wang · Wenzhe Li · Haozhe Jiang · Guangxiang Zhu · Siyuan Li · Chongjie Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
DualNet: Continual Learning, Fast and Slow
Quang Pham · Chenghao Liu · Steven Hoi
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Contextual Similarity Aggregation with Self-attention for Visual Re-ranking
Jianbo Ouyang · Hui Wu · Min Wang · Wengang Zhou · Houqiang Li
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Improving Deep Learning Interpretability by Saliency Guided Training
Aya Abdelsalam Ismail · Hector Corrada Bravo · Soheil Feizi
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Revitalizing CNN Attention via Transformers in Self-Supervised Visual Representation Learning
Chongjian GE · Youwei Liang · YIBING SONG · Jianbo Jiao · Jue Wang · Ping Luo
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Sparse Quadratic Optimisation over the Stiefel Manifold with Application to Permutation Synchronisation
Florian Bernard · Daniel Cremers · Johan Thunberg
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Natural continual learning: success is a journey, not (just) a destination
Ta-Chu Kao · Kristopher Jensen · Gido van de Ven · Alberto Bernacchia · Guillaume Hennequin
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Self-Supervised GANs with Label Augmentation
Liang Hou · Huawei Shen · Qi Cao · Xueqi Cheng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
RETRIEVE: Coreset Selection for Efficient and Robust Semi-Supervised Learning
Krishnateja Killamsetty · Xujiang Zhao · Feng Chen · Rishabh Iyer
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
On Optimal Robustness to Adversarial Corruption in Online Decision Problems
Shinji Ito
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
CentripetalText: An Efficient Text Instance Representation for Scene Text Detection
Tao Sheng · Jie Chen · Zhouhui Lian
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Convex-Concave Min-Max Stackelberg Games
Denizalp Goktas · Amy Greenwald
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Sifting through the noise: Universal first-order methods for stochastic variational inequalities
Kimon Antonakopoulos · Thomas Pethick · Ali Kavis · Panayotis Mertikopoulos · Volkan Cevher
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
When Is Unsupervised Disentanglement Possible?
Daniella Horan · Eitan Richardson · Yair Weiss
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Noisy Adaptation Generates Lévy Flights in Attractor Neural Networks
Xingsi Dong · Tianhao Chu · Tiejun Huang · Zilong Ji · Si Wu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Batch Normalization Orthogonalizes Representations in Deep Random Networks
Hadi Daneshmand · Amir Joudaki · Francis Bach
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Adversarial Examples in Multi-Layer Random ReLU Networks
Peter Bartlett · Sebastien Bubeck · Yeshwanth Cherapanamjeri
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
The Image Local Autoregressive Transformer
Chenjie Cao · Yuxin Hong · Xiang Li · Chengrong Wang · Chengming Xu · Yanwei Fu · Xiangyang Xue
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods
Desi R Ivanova · Adam Foster · Steven Kleinegesse · Michael Gutmann · Thomas Rainforth
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Analogous to Evolutionary Algorithm: Designing a Unified Sequence Model
Jiangning Zhang · Chao Xu · Jian Li · Wenzhou Chen · Yabiao Wang · Ying Tai · Shuo Chen · Chengjie Wang · Feiyue Huang · Yong Liu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Using Random Effects to Account for High-Cardinality Categorical Features and Repeated Measures in Deep Neural Networks
Giora Simchoni · Saharon Rosset
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Adaptive Online Packing-guided Search for POMDPs
Chenyang Wu · Guoyu Yang · Zongzhang Zhang · Yang Yu · Dong Li · Wulong Liu · Jianye Hao
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Learning to dehaze with polarization
Chu Zhou · Minggui Teng · Yufei Han · Chao Xu · Boxin Shi
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Learning High-Precision Bounding Box for Rotated Object Detection via Kullback-Leibler Divergence
Xue Yang · Xiaojiang Yang · Jirui Yang · Qi Ming · Wentao Wang · Qi Tian · Junchi Yan
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning
Hang Xu · Kelly Kostopoulou · Aritra Dutta · Xin Li · Alexandros Ntoulas · Panos Kalnis
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Control Variates for Slate Off-Policy Evaluation
Nikos Vlassis · Ashok Chandrashekar · Fernando Amat · Nathan Kallus
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Mining the Benefits of Two-stage and One-stage HOI Detection
Aixi Zhang · Yue Liao · Si Liu · Miao Lu · Yongliang Wang · Chen Gao · XIAOBO LI
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
You Only Look at One Sequence: Rethinking Transformer in Vision through Object Detection
Yuxin Fang · Bencheng Liao · Xinggang Wang · Jiemin Fang · Jiyang Qi · Rui Wu · Jianwei Niu · Wenyu Liu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Modality-Agnostic Topology Aware Localization
Farhad Ghazvinian Zanjani · Ilia Karmanov · Hanno Ackermann · Daniel Dijkman · Simone Merlin · Max Welling · Fatih Porikli
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
BAST: Bayesian Additive Regression Spanning Trees for Complex Constrained Domain
Zhao Tang Luo · Huiyan Sang · Bani Mallick
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
The Hardness Analysis of Thompson Sampling for Combinatorial Semi-bandits with Greedy Oracle
Fang Kong · Yueran Yang · Wei Chen · Shuai Li
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Prototypical Cross-Attention Networks for Multiple Object Tracking and Segmentation
Lei Ke · Xia Li · Martin Danelljan · Yu-Wing Tai · Chi-Keung Tang · Fisher Yu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Robust Inverse Reinforcement Learning under Transition Dynamics Mismatch
Luca Viano · Yu-Ting Huang · Parameswaran Kamalaruban · Adrian Weller · Volkan Cevher
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Accurately Solving Rod Dynamics with Graph Learning
Han Shao · Tassilo Kugelstadt · Torsten Hädrich · Wojtek Palubicki · Jan Bender · Soeren Pirk · Dominik L Michels
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Learning Transferable Adversarial Perturbations
Krishna kanth Nakka · Mathieu Salzmann
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Improving black-box optimization in VAE latent space using decoder uncertainty
Pascal Notin · José Miguel Hernández-Lobato · Yarin Gal
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Sparse Steerable Convolutions: An Efficient Learning of SE(3)-Equivariant Features for Estimation and Tracking of Object Poses in 3D Space
Jiehong Lin · Hongyang Li · Ke Chen · Jiangbo Lu · Kui Jia
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Disentangling the Roles of Curation, Data-Augmentation and the Prior in the Cold Posterior Effect
Lorenzo Noci · Kevin Roth · Gregor Bachmann · Sebastian Nowozin · Thomas Hofmann
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Generalization Bounds for Graph Embedding Using Negative Sampling: Linear vs Hyperbolic
Atsushi Suzuki · Atsushi Nitanda · jing wang · Linchuan Xu · Kenji Yamanishi · Marc Cavazza
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Video Instance Segmentation using Inter-Frame Communication Transformers
Sukjun Hwang · Miran Heo · Seoung Wug Oh · Seon Joo Kim
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
Junnan Li · Ramprasaath Selvaraju · Akhilesh Gotmare · Shafiq Joty · Caiming Xiong · Steven Chu Hong Hoi
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Unfolding Taylor's Approximations for Image Restoration
man zhou · Xueyang Fu · Zeyu Xiao · Gang Yang · Aiping Liu · Zhiwei Xiong
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Training Neural Networks is ER-complete
Mikkel Abrahamsen · Linda Kleist · Tillmann Miltzow
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
SPANN: Highly-efficient Billion-scale Approximate Nearest Neighborhood Search
Qi Chen · Bing Zhao · Haidong Wang · Mingqin Li · Chuanjie Liu · Zengzhong Li · Mao Yang · Jingdong Wang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media
Yiyue Qian · Yiming Zhang · Yanfang (Fa Ye · Chuxu Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Navigating to the Best Policy in Markov Decision Processes
Aymen Al Marjani · Aurélien Garivier · Alexandre Proutiere
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
BooVAE: Boosting Approach for Continual Learning of VAE
Evgenii Egorov · Anna Kuzina · Evgeny Burnaev
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Towards Stable and Robust AdderNets
Minjing Dong · Yunhe Wang · Xinghao Chen · Chang Xu
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Deep Molecular Representation Learning via Fusing Physical and Chemical Information
Shuwen Yang · Ziyao Li · Guojie Song · Lingsheng Cai
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
General Low-rank Matrix Optimization: Geometric Analysis and Sharper Bounds
Haixiang Zhang · Yingjie Bi · Javad Lavaei
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Variational Bayesian Reinforcement Learning with Regret Bounds
Brendan O'Donoghue
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
SBO-RNN: Reformulating Recurrent Neural Networks via Stochastic Bilevel Optimization
Ziming Zhang · Yun Yue · Guojun Wu · Yanhua Li · Haichong Zhang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST) @ Virtual
Neural Relightable Participating Media Rendering
Quan Zheng · Gurprit Singh · Hans-peter Seidel
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Transformer in Transformer
Kai Han · An Xiao · Enhua Wu · Jianyuan Guo · Chunjing XU · Yunhe Wang
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
A/B/n Testing with Control in the Presence of Subpopulations
Yoan Russac · Christina Katsimerou · Dennis Bohle · Olivier Cappé · Aurélien Garivier · Wouter Koolen
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
Yongming Rao · Wenliang Zhao · Benlin Liu · Jiwen Lu · Jie Zhou · Cho-Jui Hsieh
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
No-regret Online Learning over Riemannian Manifolds
Xi Wang · Zhipeng Tu · Yiguang Hong · Yingyi Wu · Guodong Shi
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Online Learning Of Neural Computations From Sparse Temporal Feedback
Lukas Braun · Tim Vogels
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
Flattening Sharpness for Dynamic Gradient Projection Memory Benefits Continual Learning
Danruo DENG · Guangyong Chen · Jianye Hao · Qiong Wang · Pheng-Ann Heng
Poster
Wed Dec 08 12:30 AM -- 02:00 AM (PST)
FINE Samples for Learning with Noisy Labels
Taehyeon Kim · Jongwoo Ko · sangwook Cho · JinHwan Choi · Se-Young Yun