Poster
|
Thu 17:00
|
Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology
Nima Dehmamy · Albert-Laszlo Barabasi · Rose Yu
|
|
Poster
|
Thu 10:45
|
Abstraction based Output Range Analysis for Neural Networks
Pavithra Prabhakar · Zahra Rahimi Afzal
|
|
Poster
|
Thu 10:45
|
Fully Neural Network based Model for General Temporal Point Processes
Takahiro Omi · naonori ueda · Kazuyuki Aihara
|
|
Poster
|
Wed 17:00
|
Neural Relational Inference with Fast Modular Meta-learning
Ferran Alet · Erica Weng · Tomás Lozano-Pérez · Leslie Kaelbling
|
|
Poster
|
Tue 10:45
|
Defense Against Adversarial Attacks Using Feature Scattering-based Adversarial Training
Haichao Zhang · Jianyu Wang
|
|
Poster
|
Wed 17:00
|
On the equivalence between graph isomorphism testing and function approximation with GNNs
Zhengdao Chen · Soledad Villar · Lei Chen · Joan Bruna
|
|
Poster
|
Tue 17:30
|
Implicit Generation and Modeling with Energy Based Models
Yilun Du · Igor Mordatch
|
|
Poster
|
Wed 17:00
|
A Flexible Generative Framework for Graph-based Semi-supervised Learning
Jiaqi Ma · Weijing Tang · Ji Zhu · Qiaozhu Mei
|
|
Poster
|
Thu 10:45
|
Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning
Mahmoud Assran · Joshua Romoff · Nicolas Ballas · Joelle Pineau · Mike Rabbat
|
|
Poster
|
Wed 17:00
|
Novel positional encodings to enable tree-based transformers
Vighnesh Shiv · Chris Quirk
|
|
Workshop
|
Fri 15:00
|
Contributed Talk: LeDeepChef: Deep Reinforcement Learning Agent for Families of Text-Based Games
Leonard Adolphs
|
|
Workshop
|
Sat 16:20
|
Towards an understanding of wide, deep neural networks
Yasaman Bahri
|
|