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Spotlight
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Tue 18:10
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Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search
Vu Nguyen · Tam Le · Makoto Yamada · Michael A Osborne
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Oral Session
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Tue 19:00
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AutoML and Neural Network Architectures 2
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Workshop
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Finite-Sample Analysis of Interpolating Linear Classifiers in the Overparameterized Regime
Niladri Chatterji · Phil Long
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Poster
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Tue 21:00
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Improving Breadth-Wise Backpropagation in Graph Neural Networks Helps Learning Long-Range Dependencies.
Denis Lukovnikov · Asja Fischer
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Spotlight
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Tue 17:35
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Equivariant message passing for the prediction of tensorial properties and molecular spectra
Kristof T Schütt · Oliver Unke · Michael Gastegger
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Oral Session
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Tue 7:00
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AutoML and Neural Network Architectures 1
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Oral Session
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Tue 6:00
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AutoML and Deep Architecture
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Poster
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Tue 21:00
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iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients
Miao Zhang · Steven Su · Shirui Pan · Xiaojun Chang · Ehsan Abbasnejad · Reza Haffari
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Poster
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Tue 21:00
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Few-Shot Neural Architecture Search
Yiyang Zhao · Linnan Wang · Yuandong Tian · Rodrigo Fonseca · Tian Guo
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Affinity Workshop
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Mon 10:40
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Spatial Attention Adapted to a LSTM Architecture with Frame Selection for Human Action Recognition in Videos
Carlos Ismael Orozco · María Elena Buemi · Julio Jacobo Berlles
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Tutorial
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Mon 8:00
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Continual Learning with Deep Architectures
Vincenzo Lomonaco · Irina Rish
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Spotlight
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Wed 5:40
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Generalization Guarantees for Neural Architecture Search with Train-Validation Split
Samet Oymak · Mingchen Li · Mahdi Soltanolkotabi
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