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Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #115
Convergence of Adversarial Training in Overparametrized Neural Networks
Ruiqi Gao · Tianle Cai · Haochuan Li · Cho-Jui Hsieh · Liwei Wang · Jason Lee
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #116
Discriminator optimal transport
Akinori Tanaka
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #117
Learning from Label Proportions with Generative Adversarial Networks
Jiabin Liu · Bo Wang · Zhiquan Qi · YingJie Tian · Yong Shi
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #118
Learning GANs and Ensembles Using Discrepancy
Ben Adlam · Corinna Cortes · Mehryar Mohri · Ningshan Zhang
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #119
MarginGAN: Adversarial Training in Semi-Supervised Learning
Jinhao Dong · Tong Lin
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #120
Modeling Tabular data using Conditional GAN
Lei Xu · Maria Skoularidou · Alfredo Cuesta-Infante · Kalyan Veeramachaneni
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #121
Beyond the Single Neuron Convex Barrier for Neural Network Certification
Gagandeep Singh · Rupanshu Ganvir · Markus Püschel · Martin Vechev
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #122
Quality Aware Generative Adversarial Networks
Kancharla Parimala · Sumohana Channappayya
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #123
Random deep neural networks are biased towards simple functions
Giacomo De Palma · Bobak Kiani · Seth Lloyd
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #124
Reducing Noise in GAN Training with Variance Reduced Extragradient
Tatjana Chavdarova · Gauthier Gidel · François Fleuret · Simon Lacoste-Julien
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #125
Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game
Ngoc-Trung Tran · Viet-Hung Tran · Bao-Ngoc Nguyen · Linxiao Yang · Ngai-Man (Man) Cheung
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #126
The Point Where Reality Meets Fantasy: Mixed Adversarial Generators for Image Splice Detection
Vladimir V. Kniaz · Vladimir Knyaz · Fabio Remondino
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #127
Training Language GANs from Scratch
Cyprien de Masson d'Autume · Shakir Mohamed · Mihaela Rosca · Jack Rae
Poster
Thu Dec 12th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #128
Zero-shot Knowledge Transfer via Adversarial Belief Matching
Paul Micaelli · Amos Storkey