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Oral
Mon 4:00 Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
David Klindt · Lukas Schott · Yash Sharma · Ivan Ustyuzhaninov · Wieland Brendel · Matthias Bethge · Dylan Paiton
Poster
Wed 17:00 Evaluating the Disentanglement of Deep Generative Models through Manifold Topology
Sharon Zhou · Eric Zelikman · Fred Lu · Andrew Ng · Gunnar E Carlsson · Stefano Ermon
Poster
Mon 9:00 The role of Disentanglement in Generalisation
Milton Montero · Casimir JH Ludwig · Rui Ponte Costa · Gaurav Malhotra · Jeffrey Bowers
Poster
Mon 9:00 Representation learning for improved interpretability and classification accuracy of clinical factors from EEG
Garrett Honke · Irina Higgins · Nina Thigpen · Vladimir Miskovic · Katie Link · Sunny Duan · Pramod Gupta · Julia Klawohn · Greg Hajcak
Spotlight
Thu 13:50 Disentangled Recurrent Wasserstein Autoencoder
Jun Han · Martin Min · Ligong Han · Li Erran Li · Xuan Zhang
Poster
Wed 1:00 Disentangled Recurrent Wasserstein Autoencoder
Jun Han · Martin Min · Ligong Han · Li Erran Li · Xuan Zhang
Poster
Mon 9:00 Disentangling 3D Prototypical Networks for Few-Shot Concept Learning
Mihir Prabhudesai · Shamit Lal · Darshan Patil · Hsiao-Yu Tung · Adam Harley · Katerina Fragkiadaki
Workshop
Fri 13:04 Weakly-Supervised Group Disentanglement using Total Correlation
Linh Tran
Poster
Wed 17:00 Generating Furry Cars: Disentangling Object Shape and Appearance across Multiple Domains
Utkarsh Ojha · Krishna Kumar Singh · Yong Jae Lee
Poster
Mon 1:00 On the Transfer of Disentangled Representations in Realistic Settings
Andrea Dittadi · Frederik Träuble · Francesco Locatello · Manuel Wuthrich · Vaibhav Agrawal · Ole Winther · Stefan Bauer · Bernhard Schoelkopf
Poster
Wed 1:00 Learning from Demonstration with Weakly Supervised Disentanglement
Yordan Hristov · Subramanian Ramamoorthy
Poster
Tue 1:00 PDE-Driven Spatiotemporal Disentanglement
Jérémie DONA · Jean-Yves Franceschi · sylvain lamprier · patrick gallinari