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Poster
Thu 14:30 Optimal Transport Maps For Distribution Preserving Operations on Latent Spaces of Generative Models
Eirikur Agustsson · Alexander Sage · Radu Timofte · Luc Van Gool
Poster
Tue 9:00 Explaining Image Classifiers by Counterfactual Generation
Chun-Hao Chang · Elliot Creager · Anna Goldenberg · David Duvenaud
Poster
Thu 14:30 Deep learning generalizes because the parameter-function map is biased towards simple functions
Guillermo Valle-Perez · Chico Q. Camargo · Ard Louis
Poster
Tue 9:00 Unsupervised Adversarial Image Reconstruction
Arthur Pajot · Emmanuel de Bézenac · patrick Gallinari
Poster
Tue 14:30 SOM-VAE: Interpretable Discrete Representation Learning on Time Series
Vincent Fortuin · Matthias Hüser · Francesco Locatello · Heiko Strathmann · Gunnar Rätsch
Poster
Thu 14:30 Label super-resolution networks
Nikolay Malkin · Caleb Robinson · Le Hou · Rachel Soobitsky · Jacob Czawlytko · Dimitris Samaras · Joel Saltz · Lucas Joppa · Nebojsa Jojic
Poster
Tue 9:00 DELTA: DEEP LEARNING TRANSFER USING FEATURE MAP WITH ATTENTION FOR CONVOLUTIONAL NETWORKS
Xingjian Li · Haoyi Xiong · Hanchao Wang · Yuxuan Rao · Liping Liu · Luke Huan
Poster
Tue 9:00 Disjoint Mapping Network for Cross-modal Matching of Voices and Faces
Yandong Wen · Mahmoud Al Ismail · Weiyang Liu · Bhiksha Raj · Rita Singh