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Chaowei Xiao
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Prismer: A Vision-Language Model with An Ensemble of Experts


Mar 12, 2023
Shikun Liu, Linxi Fan, Edward Johns, Zhiding Yu, Chaowei Xiao, Anima Anandkumar

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* Tech Report. Project Page: https://shikun.io/projects/prismer Code: https://github.com/NVlabs/prismer v2: fixed incorrect training cost estimate and zero-shot NoCaps performance of SimVLM 
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Defending against Adversarial Audio via Diffusion Model


Mar 02, 2023
Shutong Wu, Jiongxiao Wang, Wei Ping, Weili Nie, Chaowei Xiao

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VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion


Feb 23, 2023
Yiming Li, Zhiding Yu, Christopher Choy, Chaowei Xiao, Jose M. Alvarez, Sanja Fidler, Chen Feng, Anima Anandkumar

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* 8 pages, 3 figures 
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PerAda: Parameter-Efficient and Generalizable Federated Learning Personalization with Guarantees


Feb 13, 2023
Chulin Xie, De-An Huang, Wenda Chu, Daguang Xu, Chaowei Xiao, Bo Li, Anima Anandkumar

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Re-ViLM: Retrieval-Augmented Visual Language Model for Zero and Few-Shot Image Captioning


Feb 09, 2023
Zhuolin Yang, Wei Ping, Zihan Liu, Vijay Korthikanti, Weili Nie, De-An Huang, Linxi Fan, Zhiding Yu, Shiyi Lan, Bo Li, Ming-Yu Liu, Yuke Zhu, Mohammad Shoeybi, Bryan Catanzaro, Chaowei Xiao, Anima Anandkumar

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A Text-guided Protein Design Framework


Feb 09, 2023
Shengchao Liu, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Anthony Gitter, Chaowei Xiao, Jian Tang, Hongyu Guo, Anima Anandkumar

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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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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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AdvDO: Realistic Adversarial Attacks for Trajectory Prediction


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

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* To appear in ECCV 2022 
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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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