Blanchette, Mathieu

7 publications

ICLR 2025 Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold Lazar Atanackovic, Xi Zhang, Brandon Amos, Mathieu Blanchette, Leo J Lee, Yoshua Bengio, Alexander Tong, Kirill Neklyudov

ICLRW 2025 Simulation-Free Structure Learning for Stochastic Dynamics Noah El Rimawi-Fine, Adam Stecklov, Lucas Nelson, Alexander Tong, Mathieu Blanchette, Stephen Y. Zhang, Lazar Atanackovic

TMLR 2025 Sparsity Regularization via Tree-Structured Environments for Disentangled Representations Elliot Layne, Jason Hartford, Sebastien Lachapelle, Mathieu Blanchette, Dhanya Sridhar

AAAI 2025 dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-Driven Pre-Binding Antigen Cheng Tan, Yijie Zhang, Zhangyang Gao, Yufei Huang, Haitao Lin, Lirong Wu, Fandi Wu, Mathieu Blanchette, Stan Z. Li

ICMLW 2024 Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold Lazar Atanackovic, Xi Zhang, Brandon Amos, Mathieu Blanchette, Leo J Lee, Yoshua Bengio, Alexander Tong, Kirill Neklyudov

ICLR 2024 PhyloGFN: Phylogenetic Inference with Generative Flow Networks Ming Yang Zhou, Zichao Yan, Elliot Layne, Nikolay Malkin, Dinghuai Zhang, Moksh Jain, Mathieu Blanchette, Yoshua Bengio

ICLR 2021 Neural Representation and Generation for RNA Secondary Structures Zichao Yan, William L. Hamilton, Mathieu Blanchette