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The 2021 schedule is still incomplete
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Oral
Thu May 06 11:00 AM -- 11:15 AM (PDT)
VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments
Lizhen Nie · Mao Ye · Qiang Liu · Dan Nicolae
[ Paper ]
Oral
Thu May 06 11:15 AM -- 11:30 AM (PDT)
SenSeI: Sensitive Set Invariance for Enforcing Individual Fairness
Mikhail Yurochkin · Yuekai Sun
[ Paper ]
Oral
Thu May 06 11:30 AM -- 11:45 AM (PDT)
When Do Curricula Work?
Xiaoxia (Shirley) Wu · Ethan Dyer · Behnam Neyshabur
[ Paper ]
Oral
Thu May 06 11:45 AM -- 12:00 PM (PDT)
Why Are Convolutional Nets More Sample-Efficient than Fully-Connected Nets?
Zhiyuan Li · Yi Zhang · Sanjeev Arora
[ Paper ]
Q&A
Thu May 06 12:00 PM -- 12:10 PM (PDT)
Q&A
Spotlight
Thu May 06 12:10 PM -- 12:20 PM (PDT)
Correcting experience replay for multi-agent communication
Sanjeevan Ahilan · Peter Dayan
[ Paper ]
Spotlight
Thu May 06 12:20 PM -- 12:30 PM (PDT)
Contrastive Behavioral Similarity Embeddings for Generalization in Reinforcement Learning
Rishabh Agarwal · Marlos C. Machado · Pablo Samuel Castro · Marc G Bellemare
[ Paper ]
Spotlight
Thu May 06 12:30 PM -- 12:40 PM (PDT)
DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs
aayam shrestha · Stefan Lee · Prasad Tadepalli · Alan Fern
[ Paper ]
Spotlight
Thu May 06 12:40 PM -- 12:50 PM (PDT)
Data-Efficient Reinforcement Learning with Self-Predictive Representations
Max Schwarzer · Ankesh Anand · Rishab Goel · R Devon Hjelm · Aaron Courville · Philip Bachman
[ Paper ]
Q&A
Thu May 06 12:50 PM -- 01:00 PM (PDT)
Q&A
Oral
Thu May 06 01:00 PM -- 01:15 PM (PDT)
DiffWave: A Versatile Diffusion Model for Audio Synthesis
Zhifeng Kong · Wei Ping · Jiaji Huang · Kexin Zhao · Bryan Catanzaro
[ Paper ]
Oral
Thu May 06 01:15 PM -- 01:30 PM (PDT)
Self-training For Few-shot Transfer Across Extreme Task Differences
Cheng Perng Phoo · Bharath Hariharan
[ Paper ]
Spotlight
Thu May 06 01:30 PM -- 01:40 PM (PDT)
A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference
Sanghyun Hong · Yigitcan Kaya · Ionut-Vlad Modoranu · Tudor Dumitras
[ Paper ]
Spotlight
Thu May 06 01:40 PM -- 01:50 PM (PDT)
BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration
Augustus Odena · Kensen Shi · David Bieber · Rishabh Singh · Charles Sutton · Hanjun Dai
[ Paper ]
Spotlight
Thu May 06 01:50 PM -- 02:00 PM (PDT)
Disentangled Recurrent Wasserstein Autoencoder
Jun Han · Martin Min · Ligong Han · Erran Li · Xuan Zhang
[ Paper ]
Q&A
Thu May 06 02:00 PM -- 02:13 PM (PDT)
Q&A