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@umd-huang-lab

Furong's Lab

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

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  1. perceptionCLIP perceptionCLIP Public

    Code for our ICLR 2024 paper "PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts"

    Jupyter Notebook 76 4

  2. WAVES WAVES Public

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

    Python 44 3

  3. Mementos Mementos Public

    Forked from si0wang/Mementos

    Jupyter Notebook 24

  4. VLM-Poisoning VLM-Poisoning Public

    Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"

    Python 23 1

  5. WocaR-RL WocaR-RL Public

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

    Python 22 1

  6. 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 21 3

Repositories

Showing 10 of 36 repositories
  • Easy2Hard-Bench Public

    Official repository of the paper "Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization" in NeurIPS 2024 Track Datasets and Benchmarks

    umd-huang-lab/Easy2Hard-Bench’s past year of commit activity
    0 0 0 0 Updated Oct 2, 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.

    umd-huang-lab/ELBERT’s past year of commit activity
    Python 0 MIT 0 0 0 Updated Oct 1, 2024
  • VLM-Poisoning Public

    Code for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"

    umd-huang-lab/VLM-Poisoning’s past year of commit activity
    Python 23 1 1 0 Updated Sep 25, 2024
  • FalseRefusal Public

    Automatic Pseudo-Harmful Prompt Generation for Evaluating False Refusals in Large Language Models

    umd-huang-lab/FalseRefusal’s past year of commit activity
    1 0 0 0 Updated Sep 24, 2024
  • Transfer-Q Public Forked from Soumya1612-Rasha/Transfer-Q

    Official repository of the paper "Transfer Q Star: Principled Decoding for LLM Alignment"

    umd-huang-lab/Transfer-Q’s past year of commit activity
    Python 2 2 0 0 Updated Sep 19, 2024
  • WAVES Public

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

    umd-huang-lab/WAVES’s past year of commit activity
    Python 44 3 3 0 Updated Sep 15, 2024
  • paad_adv_rl Public

    Code for ICLR 2022 publication: Who Is the Strongest Enemy? Towards Optimal and Efficient Evasion Attacks in Deep RL. https://openreview.net/forum?id=JM2kFbJvvI

    umd-huang-lab/paad_adv_rl’s past year of commit activity
    Python 7 3 0 0 Updated Aug 31, 2024
  • umd-huang-lab/ortho-conv’s past year of commit activity
    Python 0 MIT 0 1 0 Updated Jul 19, 2024
  • SIMA Public Forked from si0wang/SIMA
    umd-huang-lab/SIMA’s past year of commit activity
    Python 5 Apache-2.0 1 0 0 Updated Jun 26, 2024
  • perceptionCLIP Public

    Code for our ICLR 2024 paper "PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts"

    umd-huang-lab/perceptionCLIP’s past year of commit activity
    Jupyter Notebook 76 MIT 4 1 0 Updated May 5, 2024

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