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20 Results

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Workshop
Multimodal Neural Surface Reconstruction: Recovering the Geometry and Appearance of 3D Scenes from Events and Grayscale Images
Sazan Mahbub · Brandon Feng · Chris Metzler
Poster
Wed 8:45 Conditional Mutual Information for Disentangled Representations in Reinforcement Learning
Mhairi Dunion · Trevor McInroe · Kevin Luck · Kevin Sebastian Luck · Josiah Hanna · Stefano Albrecht
Poster
Wed 15:00 Unsupervised Video Domain Adaptation for Action Recognition: A Disentanglement Perspective
Pengfei Wei · Lingdong Kong · Xinghua Qu · Yi Ren · Zhiqiang Xu · Jing Jiang · Xiang Yin
Poster
Wed 8:45 Leveraging sparse and shared feature activations for disentangled representation learning
Marco Fumero · Florian Wenzel · Luca Zancato · Alessandro Achille · Emanuele Rodolà · Stefano Soatto · Bernhard Schölkopf · Francesco Locatello
Poster
Wed 8:45 Disentanglement via Latent Quantization
Kyle Hsu · William Dorrell · James Whittington · Jiajun Wu · Chelsea Finn
Workshop
Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations
Cian Eastwood · Julius von Kügelgen · Linus Ericsson · Diane Bouchacourt · Pascal Vincent · Mark Ibrahim · Bernhard Schölkopf
Workshop
Multi-View Causal Representation Learning with Partial Observability
Dingling Yao · Danru Xu · Sébastien Lachapelle · Sara Magliacane · Perouz Taslakian · Georg Martius · Julius von Kügelgen · Francesco Locatello
Poster
Thu 8:45 Identifiability Guarantees for Causal Disentanglement from Soft Interventions
Jiaqi Zhang · Kristjan Greenewald · Chandler Squires · Akash Srivastava · Karthikeyan Shanmugam · Caroline Uhler