Panel
Featured Papers Panels 5B
Moderators: Zhihui Zhu ⋅ Arash Vahdat ⋅ Hyun Oh Song ⋅ Amitai Armon
Each panel session is split into four 30-minute blocks composed of a set of lightning talks and a deep dive session related to similar topics. The deep dive will begin immediately after lightning talks and the related Q&A (it might be before the 15 min are over). We will not take any questions via microphone but ask you to use slido (see embedding below or go to https://slido.com and use keyword #neurips22). If you are a presenter or moderator, you should see a zoom link that you can use to join the session for Q&A.
Finally some important don'ts: DO NOT share any zoom or slido information publicly. DO NOT join zoom if you are not presenting or moderating.
Lightning Talks 5B-1
Devansh Arpit ⋅ Xiaojun Xu ⋅ Zifan Shi ⋅ Ivan Skorokhodov ⋅ Shayan Shekarforoush ⋅ Zhan Tong ⋅ Yiqun Wang ⋅ Shichong Peng ⋅ Linyi Li ⋅ Ivan Skorokhodov ⋅ Huan Wang ⋅ Yibing Song ⋅ David Lindell ⋅ Yinghao Xu ⋅ Seyed Alireza Moazenipourasil ⋅ Sergey Tulyakov ⋅ Peter Wonka ⋅ Yiqun Wang ⋅ Ke Li ⋅ David Fleet ⋅ Yujun Shen ⋅ Yingbo Zhou ⋅ Bo Li ⋅ Jue Wang ⋅ Peter Wonka ⋅ Marcus Brubaker ⋅ Caiming Xiong ⋅ Limin Wang ⋅ Deli Zhao ⋅ Qifeng Chen ⋅ Dit-Yan Yeung
- [ 65136 ] EpiGRAF: Rethinking training of 3D GANs
- [ 65137 ] CHIMLE: Conditional Hierarchical IMLE for Multimodal Conditional Image Synthesis
- [ 65138 ] HF-NeuS: Improved Surface Reconstruction Using High-Frequency Details
- [ 65139 ] Improving 3D-aware Image Synthesis with A Geometry-aware Discriminator
- [ 65140 ] Residual Multiplicative Filter Networks for Multiscale Reconstruction
- [ 65141 ] VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training
- [ 65142 ] LOT: Layer-wise Orthogonal Training on Improving l2 Certified Robustness
- [ 65143 ] Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization
Q&A on RocketChat immediately following Lightning Talks
Panel 5B-1: Convergence for score-based… & Learning (Very) Simple…
Sitan Chen ⋅ Yixin Tan
Lightning Talks 5B-2
Conglong Li ⋅ Mohammad Azizmalayeri ⋅ Mojan Javaheripi ⋅ Pratik Vaishnavi ⋅ Jon Hasselgren ⋅ Hao Lu ⋅ Kevin Eykholt ⋅ Arshia Soltani Moakhar ⋅ Wenze Liu ⋅ Gustavo de Rosa ⋅ Nikolai Hofmann ⋅ Minjia Zhang ⋅ Zixuan Ye ⋅ Jacob Munkberg ⋅ Amir Rahmati ⋅ Arman Zarei ⋅ Subhabrata Mukherjee ⋅ Yuxiong He ⋅ Shital Shah ⋅ Reihaneh Zohrabi ⋅ Hongtao Fu ⋅ Tomasz Religa ⋅ Yuliang Liu ⋅ Mohammad Manzuri ⋅ Mohammad Hossein Rohban ⋅ Zhiguo Cao ⋅ Caio Cesar Teodoro Mendes ⋅ Sebastien Bubeck ⋅ Farinaz Koushanfar ⋅ Debadeepta Dey
- [ 65147 ] The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models
- [ 65148 ] LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models
- [ 65149 ] Your Out-of-Distribution Detection Method is Not Robust!
- [ 65151 ] SAPA: Similarity-Aware Point Affiliation for Feature Upsampling
- [ 65152 ] Accelerating Certified Robustness Training via Knowledge Transfer
- [ 65155 ] Shape, Light, and Material Decomposition from Images using Monte Carlo Rendering and Denoising
Q&A on RocketChat immediately following Lightning Talks
Panel 5B-2: Training and Inference… & Elucidating the Design…
Andy Shih ⋅ Tero Karras
Lightning Talks 5B-3
Yanze Wu ⋅ Jie Xiao ⋅ Nianzu Yang ⋅ Jieyi Bi ⋅ Jian Yao ⋅ Yiting Chen ⋅ Qizhou Wang ⋅ Yangru Huang ⋅ Yongqiang Chen ⋅ Peixi Peng ⋅ Yuxin Hong ⋅ Xintao Wang ⋅ Feng Liu ⋅ Yining Ma ⋅ Qibing Ren ⋅ Xueyang Fu ⋅ Yonggang Zhang ⋅ Kaipeng Zeng ⋅ Jiahai Wang ⋅ GEN LI ⋅ Yonggang Zhang ⋅ Qitian Wu ⋅ Yifan Zhao ⋅ Chiyu Wang ⋅ Junchi Yan ⋅ Feng Wu ⋅ Yatao Bian ⋅ Xiaosong Jia ⋅ Ying Shan ⋅ Zhiguang Cao ⋅ Zheng-Jun Zha ⋅ Guangyao Chen ⋅ Tianjun Xiao ⋅ Han Yang ⋅ Jing Zhang ⋅ Jinbiao Chen ⋅ MA Kaili ⋅ Yonghong Tian ⋅ Junchi Yan ⋅ Chen Gong ⋅ Tong He ⋅ Binghui Xie ⋅ Yuan Sun ⋅ Francesco Locatello ⋅ Tongliang Liu ⋅ Yeow Meng Chee ⋅ David P Wipf ⋅ Tongliang Liu ⋅ Bo Han ⋅ Bo Han ⋅ Yanwei Fu ⋅ James Cheng ⋅ Zheng Zhang
- [ 65180 ] Watermarking for Out-of-distribution Detection
- [ 65181 ] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs
- [ 65183 ] Self-supervised Amodal Video Object Segmentation
- [ 65184 ] Spectrum Random Masking for Generalization in Image-based Reinforcement Learning
- [ 65185 ] Learning Substructure Invariance for Out-of-Distribution Molecular Representations
- [ 65187 ] Stochastic Window Transformer for Image Restoration
- [ 65188 ] Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain
- [ 65189 ] Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation
- [ 65190 ] AnimeSR: Learning Real-World Super-Resolution Models for Animation Videos
Q&A on RocketChat immediately following Lightning Talks
Panel 5B-3: Leveraging Factored Action… & Skills Regularized Task…
Minjong Yoo ⋅ Shengpu Tang
Lightning Talks 5B-4
Yuezhi Yang ⋅ Zeyu Yang ⋅ Yong Lin ⋅ Yi.shi Xu ⋅ Linan Yue ⋅ Tao Yang ⋅ Weixin Chen ⋅ Qi Liu ⋅ Jiaqi Chen ⋅ Dongsheng Wang ⋅ Baoyuan Wu ⋅ Yuwang Wang ⋅ Hao Pan ⋅ Shengyu Zhu ⋅ Zhenwei Miao ⋅ Yan Lu ⋅ Lu Tan ⋅ Bo Chen ⋅ Yichao Du ⋅ Haoqian Wang ⋅ Wei Li ⋅ Yanqing An ⋅ Ruiying Lu ⋅ Peng Cui ⋅ Nanning Zheng ⋅ Li Wang ⋅ Zhibin Duan ⋅ Xiatian Zhu ⋅ Mingyuan Zhou ⋅ Enhong Chen ⋅ Li Zhang
- [ 65193 ] Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples
- [ 65195 ] Visual Concepts Tokenization
- [ 65196 ] DARE: Disentanglement-Augmented Rationale Extraction
- [ 65197 ] HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding
- [ 65198 ] ZIN: When and How to Learn Invariance Without Environment Partition?
- [ 65199 ] DeepInteraction: 3D Object Detection via Modality Interaction
- [ 65200 ] Discovering Design Concepts for CAD Sketches
Q&A on RocketChat immediately following Lightning Talks
Panel 5B-4: Predictive Querying for… & On the difficulty…
Alex Boyd ⋅ Jonas Mikhaeil