Corrector Sampling in Language Models.
CoRR, June, 2025
Flow Matching with General Discrete Paths: A Kinetic-Optimal Perspective.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Generator Matching: Generative modeling with arbitrary Markov processes.
Proceedings of the Thirteenth International Conference on Learning Representations, 2025
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Bespoke Solvers for Generative Flow Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Guided Flows for Generative Modeling and Decision Making.
CoRR, 2023
On Kinetic Optimal Probability Paths for Generative Models.
Proceedings of the International Conference on Machine Learning, 2023