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Poster
Wed 9:00 How to train your MAML
Antreas Antoniou · Harrison Edwards · Amos Storkey
Poster
Tue 9:00 Deep Decoder: Concise Image Representations from Untrained Non-convolutional Networks
Reinhard Heckel · Paul Hand
Workshop
Mon 11:00 NeuralVerification.jl: Algorithms for Verifying Deep Neural Networks
Tomer Arnon · Christopher Lazarus
Poster
Tue 9:00 Diffusion Scattering Transforms on Graphs
Fernando Gama · Alejandro Ribeiro · Joan Bruna
Poster
Tue 14:30 Deep Graph Infomax
Petar Veličković · William Fedus · William L Hamilton · Pietro Liò · Yoshua Bengio · R Devon Hjelm
Poster
Thu 14:30 Deep, Skinny Neural Networks are not Universal Approximators
Jesse Johnson
Poster
Tue 9:00 Bayesian Deep Convolutional Networks with Many Channels are Gaussian Processes
Roman Novak · Lechao Xiao · Yasaman Bahri · Jaehoon Lee · Greg Yang · Jiri Hron · Daniel Abolafia · Jeffrey Pennington · Jascha Sohl-Dickstein
Poster
Tue 9:00 A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs
Jack Lindsey · Samuel Ocko · Surya Ganguli · Stephane Deny
Poster
Tue 9:00 LanczosNet: Multi-Scale Deep Graph Convolutional Networks
Renjie Liao · Zhizhen Zhao · Raquel Urtasun · Richard Zemel
Poster
Thu 9:00 Pay Less Attention with Lightweight and Dynamic Convolutions
Felix Wu · Angela Fan · Alexei Baevski · Yann Dauphin · Michael Auli
Poster
Tue 9:00 RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks
Xiuyuan Cheng · Qiang Qiu · Robert Calderbank · Guillermo Sapiro
Poster
Tue 9:00 Unsupervised Adversarial Image Reconstruction
Arthur Pajot · Emmanuel de Bézenac · patrick Gallinari