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Poster
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Tue 9:00
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Characterizing signal propagation to close the performance gap in unnormalized ResNets
Andrew Brock · Soham De · Samuel Smith
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Spotlight
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Tue 3:35
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Expressive Power of Invariant and Equivariant Graph Neural Networks
Waïss Azizian · marc lelarge
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Poster
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Thu 1:00
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AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights
Byeongho Heo · Sanghyuk Chun · Seong Joon Oh · Dongyoon Han · Sangdoo Yun · Gyuwan Kim · Youngjung Uh · Jung-Woo Ha
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Poster
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Tue 1:00
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A Trainable Optimal Transport Embedding for Feature Aggregation and its Relationship to Attention
Grégoire Mialon · Dexiong Chen · Alexandre d'Aspremont · Julien Mairal
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Poster
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Thu 17:00
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FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
Xiaoxiao Li · Meirui Jiang · Xiaofei Zhang · Michael Kamp · Qi Dou
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Poster
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Wed 1:00
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Separation and Concentration in Deep Networks
John Zarka · Florentin Guth · Stéphane Mallat
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Poster
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Thu 1:00
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Distilling Knowledge from Reader to Retriever for Question Answering
Gautier Izacard · Edouard Grave
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Poster
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Thu 1:00
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Autoregressive Entity Retrieval
Nicola De Cao · Gautier Izacard · Sebastian Riedel · Fabio Petroni
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Poster
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Thu 1:00
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Learning Neural Generative Dynamics for Molecular Conformation Generation
Minkai Xu · Shitong Luo · Yoshua Bengio · Jian Peng · Jian Tang
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Poster
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Tue 17:00
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Projected Latent Markov Chain Monte Carlo: Conditional Sampling of Normalizing Flows
Chris Cannella · Mohammadreza Soltani · VAHID TAROKH
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Poster
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Wed 1:00
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Expressive Power of Invariant and Equivariant Graph Neural Networks
Waïss Azizian · marc lelarge
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Poster
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Tue 17:00
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Fantastic Four: Differentiable and Efficient Bounds on Singular Values of Convolution Layers
Sahil Singla · Soheil Feizi
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