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@umd-huang-lab

Huang Group

This is Dr. Furong Huang's group at University of Maryland.

Popular repositories

  1. perceptionCLIP perceptionCLIP Public

    Code for our paper "More Context, Less Distraction: Visual Classification by Inferring and Conditioning on Contextual Attributes"

    Jupyter Notebook 71 4

  2. WocaR-RL WocaR-RL Public

    Efficient Adversarial Training without Attacking: Worst-Case-Aware Robust Reinforcement Learning

    Python 21

  3. WAVES WAVES Public

    Code for our paper "Benchmarking the Robustness of Image Watermarks"

    Python 21 2

  4. Dynamics-Aware-Robust-Training Dynamics-Aware-Robust-Training Public

    ICLR 2023 paper "Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness" by Yuancheng Xu, Yanchao Sun, Micah Goldblum, Tom Goldstein and Furong Huang

    Python 20 2

  5. Mementos Mementos Public

    Forked from si0wang/Mementos

    Jupyter Notebook 16

  6. VLM-Poisoning VLM-Poisoning Public

    Code for the paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"

    Python 15

Repositories

Showing 10 of 32 repositories
  • WAVES Public

    Code for our paper "Benchmarking the Robustness of Image Watermarks"

    Python 21 2 2 0 Updated Apr 13, 2024
  • VLM-Poisoning Public

    Code for the paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"

    Python 15 0 0 0 Updated Mar 20, 2024
  • PROTECTED Public

    Code for paper "Beyond Worst-case Attacks: Robust RL with Adaptive Defense via Non-dominated Policies" by Xiangyu Liu, Chenghao Deng, Yanchao Sun, Yongyuan Liang, Furong Huang

    Python 0 0 1 0 Updated Feb 23, 2024
  • PRISE Public
    Python 0 MIT 0 0 0 Updated Feb 20, 2024
  • ELBERT Public

    Official Implementation of the paper "Equal Long-term Benefit Rate: Adapting Static Fairness Notions to Sequential Decision Making" by Yuancheng Xu, Chenghao Deng, Yanchao Sun, Ruijie Zheng, Xiyao Wang, Jieyu Zhao and Furong Huang.

    Python 0 MIT 0 0 0 Updated Feb 19, 2024
  • Jupyter Notebook 16 1 0 0 Updated Feb 8, 2024
  • RealFM Public Forked from marcobornstein/RealFM

    Repository for RealFM: A Realistic Mechanism to Incentivize Federated Participation and Contribution

    Python 2 1 0 0 Updated Jan 31, 2024
  • Python 0 2 0 0 Updated Jan 20, 2024
  • TACO Public Forked from FrankZheng2022/TACO

    Code for "TACO: Temporal Latent Action-Driven Contrastive Loss for Visual Reinforcement Learning"

    Python 0 MIT 3 0 0 Updated Oct 26, 2023
  • perceptionCLIP Public

    Code for our paper "More Context, Less Distraction: Visual Classification by Inferring and Conditioning on Contextual Attributes"

    Jupyter Notebook 71 MIT 4 0 0 Updated Oct 9, 2023

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