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Anima Anandkumar

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DensePure: Understanding Diffusion Models towards Adversarial Robustness

Nov 01, 2022
Chaowei Xiao, Zhongzhu Chen, Kun Jin, Jiongxiao Wang, Weili Nie, Mingyan Liu, Anima Anandkumar, Bo Li, Dawn Song

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Accelerating Carbon Capture and Storage Modeling using Fourier Neural Operators

Oct 31, 2022
Gege Wen, Zongyi Li, Qirui Long, Kamyar Azizzadenesheli, Anima Anandkumar, Sally M. Benson

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An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design

Oct 27, 2022
Mingjie Liu, Haoyu Yang, Zongyi Li, Kumara Sastry, Saumyadip Mukhopadhyay, Selim Dogru, Anima Anandkumar, David Z. Pan, Brucek Khailany, Haoxing Ren

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Context Generation Improves Open Domain Question Answering

Oct 12, 2022
Dan Su, Mostofa Patwary, Shrimai Prabhumoye, Peng Xu, Ryan Prenger, Mohammad Shoeybi, Pascale Fung, Anima Anandkumar, Bryan Catanzaro

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VIMA: General Robot Manipulation with Multimodal Prompts

Oct 06, 2022
Yunfan Jiang, Agrim Gupta, Zichen Zhang, Guanzhi Wang, Yongqiang Dou, Yanjun Chen, Li Fei-Fei, Anima Anandkumar, Yuke Zhu, Linxi Fan

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Dynamic-Backbone Protein-Ligand Structure Prediction with Multiscale Generative Diffusion Models

Sep 30, 2022
Zhuoran Qiao, Weili Nie, Arash Vahdat, Thomas F. Miller III, Anima Anandkumar

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AdvDO: Realistic Adversarial Attacks for Trajectory Prediction

Sep 19, 2022
Yulong Cao, Chaowei Xiao, Anima Anandkumar, Danfei Xu, Marco Pavone

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Test-Time Prompt Tuning for Zero-Shot Generalization in Vision-Language Models

Sep 15, 2022
Manli Shu, Weili Nie, De-An Huang, Zhiding Yu, Tom Goldstein, Anima Anandkumar, Chaowei Xiao

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Retrieval-based Controllable Molecule Generation

Aug 23, 2022
Zichao Wang, Weili Nie, Zhuoran Qiao, Chaowei Xiao, Richard Baraniuk, Anima Anandkumar

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MinVIS: A Minimal Video Instance Segmentation Framework without Video-based Training

Aug 03, 2022
De-An Huang, Zhiding Yu, Anima Anandkumar

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