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Multi-modal Molecule Structure-text Model for Text-based Retrieval and Editing


Dec 21, 2022
Shengchao Liu, Weili Nie, Chengpeng Wang, Jiarui Lu, Zhuoran Qiao, Ling Liu, Jian Tang, Chaowei Xiao, Anima Anandkumar

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Fast Sampling of Diffusion Models via Operator Learning


Nov 24, 2022
Hongkai Zheng, Weili Nie, Arash Vahdat, Kamyar Azizzadenesheli, 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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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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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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* NeurIPS 2022 

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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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* 32 pages 

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PointDP: Diffusion-driven Purification against Adversarial Attacks on 3D Point Cloud Recognition


Aug 21, 2022
Jiachen Sun, Weili Nie, Zhiding Yu, Z. Morley Mao, Chaowei Xiao

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Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions


May 27, 2022
Huaizu Jiang, Xiaojian Ma, Weili Nie, Zhiding Yu, Yuke Zhu, Anima Anandkumar

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* CVPR 2022 (oral); Code: https://github.com/NVlabs/Bongard-HOI 

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Diffusion Models for Adversarial Purification


May 16, 2022
Weili Nie, Brandon Guo, Yujia Huang, Chaowei Xiao, Arash Vahdat, Anima Anandkumar

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* ICML 2022 

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RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning


Apr 24, 2022
Xiaojian Ma, Weili Nie, Zhiding Yu, Huaizu Jiang, Chaowei Xiao, Yuke Zhu, Song-Chun Zhu, Anima Anandkumar

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* ICLR 2022 

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