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Poster
Wed 9:00 Symmetry-induced Disentanglement on Graphs
Giangiacomo Mercatali · Andre Freitas · Vikas Garg
Poster
Tue 9:00 Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution
Leon Hetzel · Simon Boehm · Niki Kilbertus · Stephan Günnemann · mohammad lotfollahi · Fabian Theis
Poster
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders
Olivier Jeunen · Ciarán Gilligan-Lee · Rishabh Mehrotra · Mounia Lalmas
Poster
Thu 14:00 Disentangling Transfer in Continual Reinforcement Learning
Maciej Wolczyk · Michał Zając · Razvan Pascanu · Łukasz Kuciński · Piotr Miłoś
Poster
Scalable Infomin Learning
Yanzhi Chen · weihao sun · Yingzhen Li · Adrian Weller
Poster
Tue 14:00 An Empirical Study on Disentanglement of Negative-free Contrastive Learning
Jinkun Cao · Ruiqian Nai · Qing Yang · Jialei Huang · Yang Gao
Poster
Tue 9:00 Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation
Milton Montero · Jeffrey Bowers · Rui Ponte Costa · Casimir Ludwig · Gaurav Malhotra
Poster
Thu 9:00 Deep Generative Model for Periodic Graphs
Shiyu Wang · Xiaojie Guo · Liang Zhao
Poster
Tue 9:00 Towards Disentangling Information Paths with Coded ResNeXt
Apostolos Avranas · Marios Kountouris
Poster
Tue 14:00 Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel
Seijin Kobayashi · Pau Vilimelis Aceituno · Johannes von Oswald
Poster
Wed 14:00 Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model
Xuan-Phi Nguyen · Shafiq Joty · Kui Wu · Ai Ti Aw
Workshop
Fri 9:15 Disentangling the Mechanisms Behind Implicit Regularization in SGD
Zachary Novack