Anima Anandkumar
California Institute of Technology
H-index: 74
North America-United States
Top articles of Anima Anandkumar
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
ClimSim: A large multi-scale dataset for hybrid physics-ML climate emulation | Advances in Neural Information Processing Systems | Sungduk Yu Walter Hannah Liran Peng Jerry Lin Mohamed Aziz Bhouri | 2024/2/13 |
Solving Poisson Equations using Neural Walk-on-Spheres | Hong Chul Nam Julius Berner Anima Anandkumar | 2024/3/3 | |
Action-conditional implicit visual dynamics for deformable object manipulation | The International Journal of Robotics Research | Bokui Shen Zhenyu Jiang Christopher Choy Silvio Savarese Leonidas J Guibas | 2023/7 |
Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition | Sihyun Yu Weili Nie De-An Huang Boyi Li Jinwoo Shin | 2024 | |
Towards large-scale quantum optimization solvers with few qubits | arXiv preprint arXiv:2401.09421 | Marco Sciorilli Lucas Borges Taylor L Patti Diego García-Martín Giancarlo Camilo | 2024/1/17 |
Video instance segmentation | Linjie Yang Yuchen Fan Ning Xu | 2019 | |
Geometry-informed neural operator for large-scale 3d pdes | Advances in Neural Information Processing Systems (NeurIPS) | Zongyi Li Nikola Borislavov Kovachki Chris Choy Boyi Li Jean Kossaifi | 2023 |
Physics-informed neural networks for sampling | Jingtong Sun Julius Berner Kamyar Azizzadenesheli Anima Anandkumar | 2024/3/3 | |
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs | arXiv preprint arXiv:2403.12553 | Md Ashiqur Rahman Robert Joseph George Mogab Elleithy Daniel Leibovici Zongyi Li | 2024/3/19 |
Neural network-based perturbation removal | 2024/3/28 | ||
Techniques for weakly supervised referring image segmentation | 2024/1/11 | ||
Artificial Intelligence-Based Video Feedback to Improve Novice Performance on Robotic Suturing Skills: A Pilot Study | Journal of Endourology | Runzhuo Ma Dani Kiyasseh Jasper A Laca Rafal Kocielnik Elyssa Y Wong | 2024/1/29 |
Leandojo: Theorem proving with retrieval-augmented language models | Advances in Neural Information Processing Systems | Kaiyu Yang Aidan Swope Alex Gu Rahul Chalamala Peiyang Song | 2024/2/13 |
Neural Operators with Localized Integral and Differential Kernels | arXiv preprint arXiv:2402.16845 | Miguel Liu-Schiaffini Julius Berner Boris Bonev Thorsten Kurth Kamyar Azizzadenesheli | 2024/2/26 |
Towards Large Language Models as Copilots for Theorem Proving in Lean | arXiv preprint arXiv:2404.12534 | Peiyang Song Kaiyu Yang Anima Anandkumar | 2024/4/18 |
Improving Distant 3D Object Detection Using 2D Box Supervision | arXiv preprint arXiv:2403.09230 | Zetong Yang Zhiding Yu Chris Choy Renhao Wang Anima Anandkumar | 2024/3/14 |
Data selection based on uncertainty quantification | 2024/3/19 | ||
AI-aided geometric design of anti-infection catheters | Science Advances | Tingtao Zhou Xuan Wan Daniel Zhengyu Huang Zongyi Li Zhiwei Peng | 2024/1/3 |
A Multi-Grained Symmetric Differential Equation Model for Learning Protein-Ligand Binding Dynamics | arXiv preprint arXiv:2401.15122 | Shengchao Liu Weitao Du Yanjing Li Zhuoxinran Li Vignesh Bhethanabotla | 2024/1/26 |
Symmetry-informed geometric representation for molecules, proteins, and crystalline materials | Advances in Neural Information Processing Systems | Shengchao Liu Yanjing Li Zhuoxinran Li Zhiling Zheng Chenru Duan | 2024/2/13 |
