Workshop
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Predicting structural brain trajectories with discrete optimal transport normalizing flows
Mireia Masias Bruns · Miguel A. González Ballester · Gemma Piella
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Poster
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Thu 14:00
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Trust Region Policy Optimization with Optimal Transport Discrepancies: Duality and Algorithm for Continuous Actions
Antonio Terpin · Nicolas Lanzetti · Batuhan Yardim · Florian Dorfler · Giorgia Ramponi
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Poster
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Thu 9:00
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Tikhonov Regularization is Optimal Transport Robust under Martingale Constraints
Jiajin Li · Sirui Lin · Jose Blanchet · Viet Anh Nguyen
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Poster
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Tue 9:00
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Template based Graph Neural Network with Optimal Transport Distances
Cédric Vincent-Cuaz · Rémi Flamary · Marco Corneli · Titouan Vayer · Nicolas Courty
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Workshop
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SCOOTR: Single-Cell Multimodal Data Integration with Contrastive Learning and Optimal Transport
Federico Gossi · Pushpak Pati · Adriano Martinelli · Maria Anna Rapsomaniki
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Poster
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Tue 9:00
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Neural Conservation Laws: A Divergence-Free Perspective
Jack Richter-Powell · Yaron Lipman · Ricky T. Q. Chen
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Poster
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Trajectory Inference via Mean-field Langevin in Path Space
Lénaïc Chizat · Stephen Zhang · Matthieu Heitz · Geoffrey Schiebinger
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Poster
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Wed 14:00
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Spartan: Differentiable Sparsity via Regularized Transportation
Kai Sheng Tai · Taipeng Tian · Ser Nam Lim
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Workshop
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Simultaneous alignment of cells and features of unpaired single-cell multi-omics datasets with co-optimal transport
Pinar Demetci · Quang Huy TRAN · Ievgen Redko · Ritambhara Singh
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Poster
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Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport?
Alexander Korotin · Alexander Kolesov · Evgeny Burnaev
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Poster
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SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning
Haobo Wang · Mingxuan Xia · Yixuan Li · Yuren Mao · Lei Feng · Gang Chen · Junbo Zhao
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Poster
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Tue 14:00
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Theory and Approximate Solvers for Branched Optimal Transport with Multiple Sources
Peter Lippmann · Enrique Fita Sanmartín · Fred Hamprecht
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