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Workshop
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Mon 11:00
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NeuralVerification.jl: Algorithms for Verifying Deep Neural Networks
Tomer Arnon · Christopher Lazarus
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Poster
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Wed 14:30
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From Hard to Soft: Understanding Deep Network Nonlinearities via Vector Quantization and Statistical Inference
Randall Balestriero · Richard Baraniuk
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Poster
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Thu 14:30
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Deep, Skinny Neural Networks are not Universal Approximators
Jesse Johnson
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Poster
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Tue 9:00
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RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks
Xiuyuan Cheng · Qiang Qiu · Robert Calderbank · Guillermo Sapiro
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Poster
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Tue 9:00
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Diffusion Scattering Transforms on Graphs
Fernando Gama · Alejandro Ribeiro · Joan Bruna
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Poster
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Tue 9:00
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Unsupervised Adversarial Image Reconstruction
Arthur Pajot · Emmanuel de Bézenac · patrick Gallinari
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Poster
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Wed 14:30
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Adaptivity of deep ReLU network for learning in Besov and mixed smooth Besov spaces: optimal rate and curse of dimensionality
Taiji Suzuki
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Poster
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Tue 9:00
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ADef: an Iterative Algorithm to Construct Adversarial Deformations
Rima Alaifari · Giovanni S Alberti · Tandri Gauksson
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Poster
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Tue 9:00
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Deep Convolutional Networks as shallow Gaussian Processes
Adrià Garriga-Alonso · Carl Edward Rasmussen · Laurence Aitchison
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Poster
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Wed 14:30
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Aggregated Momentum: Stability Through Passive Damping
James Lucas · Shengyang Sun · Richard Zemel · Roger Grosse
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Poster
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Tue 9:00
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A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs
Jack Lindsey · Samuel Ocko · Surya Ganguli · Stephane Deny
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Poster
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Wed 14:30
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Deep Frank-Wolfe For Neural Network Optimization
Leonard Berrada · Andrew Zisserman · M. Pawan Kumar
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