| Improving and generalizing flow-based generative models with minibatch optimal transport A Tong, N Malkin, G Huguet, Y Zhang, J Rector-Brooks, K Fatras, G Wolf, ... ICML Workshop on New Frontiers in Learning, Control, and Dynamical Systems, 2023 | 32* | 2023 |
| Diffusion earth mover’s distance and distribution embeddings AY Tong, G Huguet, A Natik, K MacDonald, M Kuchroo, R Coifman, ... International Conference on Machine Learning, 10336-10346, 2021 | 22* | 2021 |
| Manifold interpolating optimal-transport flows for trajectory inference G Huguet, DS Magruder, A Tong, O Fasina, M Kuchroo, G Wolf, ... Advances in Neural Information Processing Systems 35, 29705-29718, 2022 | 14 | 2022 |
| Embedding signals on graphs with unbalanced diffusion earth mover’s distance A Tong, G Huguet, D Shung, A Natik, M Kuchroo, G Lajoie, G Wolf, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 7 | 2022 |
| Geodesic Sinkhorn For Fast and Accurate Optimal Transport on Manifolds G Huguet, A Tong, MR Zapatero, CJ Tape, G Wolf, S Krishnaswamy 2023 IEEE 33rd International Workshop on Machine Learning for Signal …, 2023 | 5* | 2023 |
| Simulation-free Schr\" odinger bridges via score and flow matching A Tong, N Malkin, K Fatras, L Atanackovic, Y Zhang, G Huguet, G Wolf, ... arXiv preprint arXiv:2307.03672, 2023 | 4 | 2023 |
| Single-cell analysis reveals inflammatory interactions driving macular degeneration M Kuchroo, M DiStasio, E Song, E Calapkulu, L Zhang, M Ige, AH Sheth, ... Nature Communications 14 (1), 2589, 2023 | 3 | 2023 |
| Time-inhomogeneous diffusion geometry and topology G Huguet, A Tong, B Rieck, J Huang, M Kuchroo, M Hirn, G Wolf, ... SIAM Journal on Mathematics of Data Science 5 (2), 346-372, 2023 | 2 | 2023 |
| A Heat Diffusion Perspective on Geodesic Preserving Dimensionality Reduction G Huguet, A Tong, E De Brouwer, Y Zhang, G Wolf, I Adelstein, ... arXiv preprint arXiv:2305.19043, 2023 | 1 | 2023 |
| SE (3)-Stochastic Flow Matching for Protein Backbone Generation AJ Bose, T Akhound-Sadegh, K Fatras, G Huguet, J Rector-Brooks, ... arXiv preprint arXiv:2310.02391, 2023 | | 2023 |
| Neural FIM for learning Fisher information metrics from point cloud data O Fasina, G Huguet, A Tong, Y Zhang, G Wolf, M Nickel, I Adelstein, ... International Conference on Machine Learning, 9814-9826, 2023 | | 2023 |
| Graph Fourier MMD for Signals on Graphs S Leone, A Venkat, G Huguet, A Tong, G Wolf, S Krishnaswamy arXiv preprint arXiv:2306.02508, 2023 | | 2023 |
| Étude d’algorithmes de simulation par chaînes de Markov non réversibles G Huguet | | 2020 |
| Assessing Neural Network Representations During Training Using Data Diffusion Spectra D Liao, C Liu, A Tong, G Huguet, G Wolf, M Nickel, I Adelstein, ... | | |
| Topological Analysis of Single-Cell Hierarchy Reveals Inflammatory Glial Landscape of Macular Degeneration M Kuchroo, M DiStasio, E Song, E Calapkulu, L Zhang, M Ige, AH Sheth, ... | | |
Alexander TongMila; Université de MontréalVerified email at mila.quebec
