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The 2021 schedule is still incomplete
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Oral
Thu Jul 22 06:00 AM -- 06:20 AM (PDT)
Delving into Deep Imbalanced Regression
In Applications and Algorithms
Yuzhe Yang · Kaiwen Zha · YINGCONG CHEN · Hao Wang · Dina Katabi
[ Paper ]
Spotlight
Thu Jul 22 06:20 AM -- 06:25 AM (PDT)
HAWQ-V3: Dyadic Neural Network Quantization
In Applications and Algorithms
Zhewei Yao · Zhen Dong · Zhangcheng Zheng · Amir Gholaminejad · Jiali Yu · Eric Tan · Leyuan Wang · Qijing Huang · Yida Wang · Michael Mahoney · EECS Kurt Keutzer
[ Paper ]
Spotlight
Thu Jul 22 06:25 AM -- 06:30 AM (PDT)
Nondeterminism and Instability in Neural Network Optimization
In Applications and Algorithms
Cecilia Summers · Michael J Dinneen
[ Paper ]
Spotlight
Thu Jul 22 06:30 AM -- 06:35 AM (PDT)
Phase Transitions, Distance Functions, and Implicit Neural Representations
In Applications and Algorithms
Yaron Lipman
[ Paper ]
Spotlight
Thu Jul 22 06:35 AM -- 06:40 AM (PDT)
PipeTransformer: Automated Elastic Pipelining for Distributed Training of Large-scale Models
In Applications and Algorithms
Chaoyang He · Shen Li · Mahdi Soltanolkotabi · Salman Avestimehr
[ Paper ]
Spotlight
Thu Jul 22 06:40 AM -- 06:45 AM (PDT)
Conservative Objective Models for Effective Offline Model-Based Optimization
In Applications and Algorithms
Brandon Trabucco · Aviral Kumar · Xinyang Geng · Sergey Levine
[ Paper ]
Spotlight
Thu Jul 22 06:45 AM -- 06:50 AM (PDT)
TFix: Learning to Fix Coding Errors with a Text-to-Text Transformer
In Applications and Algorithms
Berkay Berabi · Jingxuan He · Veselin Raychev · Martin Vechev
[ Paper ]
Q&A
Thu Jul 22 06:50 AM -- 06:55 AM (PDT)
Q&A
In Applications and Algorithms