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The 2021 schedule is still incomplete
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Oral
Tue Jul 20 07:00 PM -- 07:20 PM (PDT)
Just Train Twice: Improving Group Robustness without Training Group Information
In Deep Learning Algorithms 8
Evan Liu · Behzad Haghgoo · Annie Chen · Aditi Raghunathan · Pang Wei Koh · Shiori Sagawa · Percy Liang · Chelsea Finn
[ Paper ]
Spotlight
Tue Jul 20 07:20 PM -- 07:25 PM (PDT)
Optimization of Graph Neural Networks: Implicit Acceleration by Skip Connections and More Depth
In Deep Learning Algorithms 8
Keyulu Xu · Mozhi Zhang · Stefanie Jegelka · Kenji Kawaguchi
[ Paper ]
Spotlight
Tue Jul 20 07:25 PM -- 07:30 PM (PDT)
GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training
In Deep Learning Algorithms 8
Tianle Cai · Shengjie Luo · Keyulu Xu · Di He · Tie-Yan Liu · Liwei Wang
[ Paper ]
Spotlight
Tue Jul 20 07:30 PM -- 07:35 PM (PDT)
A Bit More Bayesian: Domain-Invariant Learning with Uncertainty
In Deep Learning Algorithms 8
Zehao Xiao · Jiayi Shen · Xiantong Zhen · Ling Shao · Cees Snoek
[ Paper ]
Spotlight
Tue Jul 20 07:35 PM -- 07:40 PM (PDT)
Neural Rough Differential Equations for Long Time Series
In Deep Learning Algorithms 8
James Morrill · Cristopher Salvi · Patrick Kidger · James Foster
[ Paper ]
Spotlight
Tue Jul 20 07:40 PM -- 07:45 PM (PDT)
Whitening and Second Order Optimization Both Make Information in the Dataset Unusable During Training, and Can Reduce or Prevent Generalization
In Deep Learning Algorithms 8
Neha Wadia · Daniel Duckworth · Samuel Schoenholz · Ethan Dyer · Jascha Sohl-Dickstein
[ Paper ]
Spotlight
Tue Jul 20 07:45 PM -- 07:50 PM (PDT)
Data augmentation for deep learning based accelerated MRI reconstruction with limited data
In Deep Learning Algorithms 8
Zalan Fabian · Reinhard Heckel · Mahdi Soltanolkotabi
[ Paper ]
Q&A
Tue Jul 20 07:50 PM -- 07:55 PM (PDT)
Q&A
In Deep Learning Algorithms 8