Skip to yearly menu bar Skip to main content


(15 events)   Time zone: Conference local time zone  
Show all
Toggle Poster Visibility
Spotlight
Thu Jul 21 01:30 PM -- 01:35 PM (EDT) @ Ballroom 1 & 2
Adversarial Masking for Self-Supervised Learning
In Deep Learning: SSL/GNN
Yuge Shi · Siddharth N · Phil Torr · Adam Kosiorek
Spotlight
Thu Jul 21 01:35 PM -- 01:40 PM (EDT) @ Ballroom 1 & 2
Provable Stochastic Optimization for Global Contrastive Learning: Small Batch Does Not Harm Performance
In Deep Learning: SSL/GNN
Zhuoning Yuan · Yuexin Wu · Zi-Hao Qiu · Xianzhi Du · Lijun Zhang · Denny Zhou · Tianbao Yang
Spotlight
Thu Jul 21 01:40 PM -- 01:45 PM (EDT) @ Ballroom 1 & 2
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
In Deep Learning: SSL/GNN
Peng Wang · An Yang · Rui Men · Junyang Lin · Shuai Bai · Zhikang Li · Jianxin Ma · Chang Zhou · Jingren Zhou · Hongxia Yang
Spotlight
Thu Jul 21 01:45 PM -- 01:50 PM (EDT) @ Ballroom 1 & 2
Multirate Training of Neural Networks
In Deep Learning: SSL/GNN
Tiffany Vlaar · Benedict Leimkuhler
Spotlight
Thu Jul 21 01:50 PM -- 01:55 PM (EDT) @ Ballroom 1 & 2
Variational Wasserstein gradient flow
In Deep Learning: SSL/GNN
Jiaojiao Fan · Qinsheng Zhang · Amirhossein Taghvaei · Yongxin Chen
Spotlight
Thu Jul 21 01:55 PM -- 02:00 PM (EDT) @ Ballroom 1 & 2
Building Robust Ensembles via Margin Boosting
In Deep Learning: SSL/GNN
Dinghuai Zhang · Hongyang Zhang · Aaron Courville · Yoshua Bengio · Pradeep Ravikumar · Arun Sai Suggala
Spotlight
Thu Jul 21 02:00 PM -- 02:05 PM (EDT) @ Ballroom 1 & 2
Investigating Generalization by Controlling Normalized Margin
In Deep Learning: SSL/GNN
Alexander Farhang · Jeremy Bernstein · Kushal Tirumala · Yang Liu · Yisong Yue
Oral
Thu Jul 21 02:05 PM -- 02:25 PM (EDT) @ Ballroom 1 & 2
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain Adaptation
In Deep Learning: SSL/GNN
Kendrick Shen · Robbie Jones · Ananya Kumar · Sang Michael Xie · Jeff Z. HaoChen · Tengyu Ma · Percy Liang
Spotlight
Thu Jul 21 02:25 PM -- 02:30 PM (EDT) @ Ballroom 1 & 2
VLUE: A Multi-Task Multi-Dimension Benchmark for Evaluating Vision-Language Pre-training
In Deep Learning: SSL/GNN
Wangchunshu Zhou · Yan Zeng · shizhe diao · Xinsong Zhang
Spotlight
Thu Jul 21 02:30 PM -- 02:35 PM (EDT) @ Ballroom 1 & 2
Let Invariant Rationale Discovery Inspire Graph Contrastive Learning
In Deep Learning: SSL/GNN
Sihang Li · Xiang Wang · An Zhang · Ying-Xin Wu · Xiangnan He · Tat-Seng Chua
Spotlight
Thu Jul 21 02:35 PM -- 02:40 PM (EDT) @ Ballroom 1 & 2
Graph Neural Architecture Search Under Distribution Shifts
In Deep Learning: SSL/GNN
Yijian Qin · Xin Wang · Ziwei Zhang · Pengtao Xie · Wenwu Zhu
Spotlight
Thu Jul 21 02:40 PM -- 02:45 PM (EDT) @ Ballroom 1 & 2
How Powerful are Spectral Graph Neural Networks
In Deep Learning: SSL/GNN
Xiyuan Wang · Muhan Zhang
Spotlight
Thu Jul 21 02:45 PM -- 02:50 PM (EDT) @ Ballroom 1 & 2
Constraint-based graph network simulator
In Deep Learning: SSL/GNN
Yulia Rubanova · Alvaro Sanchez-Gonzalez · Tobias Pfaff · Peter Battaglia
Spotlight
Thu Jul 21 02:50 PM -- 02:55 PM (EDT) @ Ballroom 1 & 2
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs
In Deep Learning: SSL/GNN
Zehao Dong · Muhan Zhang · Fuhai Li · Yixin Chen
Spotlight
Thu Jul 21 02:55 PM -- 03:00 PM (EDT) @ Ballroom 1 & 2
Structure-Aware Transformer for Graph Representation Learning
In Deep Learning: SSL/GNN
Dexiong Chen · Leslie O'Bray · Karsten Borgwardt