Ricky Tian Qi Chen
University of Toronto
H-index: 21
North America-Canada
Top articles of Ricky Tian Qi Chen
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Leveraging Normalizing Flows for Orbital-Free Density Functional Theory | arXiv preprint arXiv:2404.08764 | Alexandre de Camargo Ricky TQ Chen Rodrigo A Vargas-Hernández | 2024/4/12 |
Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models | arXiv preprint arXiv:2403.01329 | Neta Shaul Uriel Singer Ricky TQ Chen Matthew Le Ali Thabet | 2024/3/2 |
Taskmet: Task-driven metric learning for model learning | Advances in Neural Information Processing Systems | Dishank Bansal Ricky TQ Chen Mustafa Mukadam Brandon Amos | 2024/2/13 |
Reflected Schr\" odinger Bridge for Constrained Generative Modeling | arXiv preprint arXiv:2401.03228 | Wei Deng Yu Chen Nicole Tianjiao Yang Hengrong Du Qi Feng | 2024/1/6 |
Distributional gflownets with quantile flows | Transactions on Machine Learning Research (TMLR) | Dinghuai Zhang Ling Pan Ricky TQ Chen Aaron Courville Yoshua Bengio | 2024 |
Training-free linear image inversion via flows | arXiv preprint arXiv:2310.04432 | Ashwini Pokle Matthew J Muckley Ricky TQ Chen Brian Karrer | 2023/9/25 |
Guided flows for generative modeling and decision making | arXiv preprint arXiv:2311.13443 | Qinqing Zheng Matt Le Neta Shaul Yaron Lipman Aditya Grover | 2023/11/22 |
On Convergence of Approximate Schr\"{o} dinger Bridge with Bounded Cost | Wei Deng Yu Chen Nicole Tianjiao Yang Hengrong Du Qi Feng | 2023/7/9 | |
Riemannian Flow Matching on General Geometries | arXiv preprint arXiv:2302.03660 | Ricky TQ Chen Yaron Lipman | 2023/2/7 |
Orbital-Free Density Functional Theory with Continuous Normalizing Flows | arXiv preprint arXiv:2311.13518 | Alexandre de Camargo Ricky TQ Chen Rodrigo A Vargas-Hernández | 2023/11/22 |
Generative Modeling with Differentiable Dynamics | Ricky Tian Qi Chen | 2023 | |
Neural optimal transport with lagrangian costs | Aram-Alexandre Pooladian Carles Domingo-Enrich Ricky TQ Chen Brandon Amos | 2023/7/9 | |
Bespoke solvers for generative flow models | arXiv preprint arXiv:2310.19075 | Neta Shaul Juan Perez Ricky TQ Chen Ali Thabet Albert Pumarola | 2023/10/29 |
On kinetic optimal probability paths for generative models | Neta Shaul Ricky TQ Chen Maximilian Nickel Matthew Le Yaron Lipman | 2023/7/3 | |
Diffusion generative flow samplers: Improving learning signals through partial trajectory optimization | arXiv preprint arXiv:2310.02679 | Dinghuai Zhang Ricky Tian Qi Chen Cheng-Hao Liu Aaron Courville Yoshua Bengio | 2023/10/4 |
Multisample Flow Matching: Straightening Flows with Minibatch Couplings | arXiv preprint arXiv:2304.14772 | Aram-Alexandre Pooladian Heli Ben-Hamu Carles Domingo-Enrich Brandon Amos Yaron Lipman | 2023/4/28 |
Generalized Schr\" odinger Bridge Matching | arXiv preprint arXiv:2310.02233 | Guan-Horng Liu Yaron Lipman Maximilian Nickel Brian Karrer Evangelos A Theodorou | 2023/10/3 |
Stochastic Optimal Control Matching | arXiv preprint arXiv:2312.02027 | Carles Domingo-Enrich Jiequn Han Brandon Amos Joan Bruna Ricky TQ Chen | 2023/12/4 |
Latent State Marginalization as a Low-cost Approach for Improving Exploration | arXiv preprint arXiv:2210.00999 | Dinghuai Zhang Aaron Courville Yoshua Bengio Qinqing Zheng Amy Zhang | 2022/10/3 |
Unifying Generative Models with GFlowNets | arXiv preprint arXiv:2209.02606 | Dinghuai Zhang Ricky TQ Chen Nikolay Malkin Yoshua Bengio | 2022/9/6 |
Co-Authors
