Furong's Lab
Popular repositories Loading
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perceptionCLIP
perceptionCLIP PublicCode for our ICLR 2024 paper "PerceptionCLIP: Visual Classification by Inferring and Conditioning on Contexts"
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VLM-Poisoning
VLM-Poisoning PublicCode for Neurips 2024 paper "Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models"
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Dynamics-Aware-Robust-Training
Dynamics-Aware-Robust-Training PublicICLR 2023 paper "Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness" by Yuancheng Xu, Yanchao Sun, Micah Goldblum, Tom Goldstein and Furong Huang
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 - 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 - 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 - 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 - 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 - 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 - ortho-conv Public
umd-huang-lab/ortho-conv’s past year of commit activity - 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