Deep Learning · Supervised Deep Networks

TitleAuthors
Combinatorial Inference against Label NoisePaul Hongsuck Seo · Geeho Kim · Bohyung Han
Deep Signature TransformsPatrick Kidger · Patric Bonnier · Imanol Perez Arribas · Cristopher Salvi · Terry Lyons
Data Parameters: A New Family of Parameters for Learning a Differentiable CurriculumShreyas Saxena · Oncel Tuzel · Dennis DeCoste
Implicit Semantic Data Augmentation for Deep NetworksYulin Wang · Xuran Pan · Shiji Song · Hong Zhang · Gao Huang · Cheng Wu
Is Deeper Better only when Shallow is Good?Eran Malach · Shai Shalev-Shwartz
No-Press Diplomacy: Modeling Multi-Agent GameplayPhilip Paquette · Yuchen Lu · SETON STEVEN BOCCO · Max Smith · Satya O.-G. · Jonathan K. Kummerfeld · Joelle Pineau · Satinder Singh · Aaron Courville
Riemannian batch normalization for SPD neural networksDaniel Brooks · Olivier Schwander · Frederic Barbaresco · Jean-Yves Schneider · Matthieu Cord