Skip to yearly menu bar Skip to main content


(8 events)   Timezone:  
Show all
The 2021 schedule is still incomplete
Toggle Poster Visibility
Oral
Wed Jul 21 11:00 AM -- 11:20 AM (KST)
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
Wed Jul 21 11:20 AM -- 11:25 AM (KST)
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
Wed Jul 21 11:25 AM -- 11:30 AM (KST)
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
Wed Jul 21 11:30 AM -- 11:35 AM (KST)
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
Wed Jul 21 11:35 AM -- 11:40 AM (KST)
Neural Rough Differential Equations for Long Time Series
In Deep Learning Algorithms 8
James Morrill · Cristopher Salvi · Patrick Kidger · James Foster
[ Paper ]
Spotlight
Wed Jul 21 11:40 AM -- 11:45 AM (KST)
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
Wed Jul 21 11:45 AM -- 11:50 AM (KST)
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
Wed Jul 21 11:50 AM -- 11:55 AM (KST)
Q&A
In Deep Learning Algorithms 8