Robust machine learning for responsible AI
☆507Jul 12, 2024Updated last year
Alternatives and similar repositories for robustlearn
Users that are interested in robustlearn are comparing it to the libraries listed below
Sorting:
- Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction☆24Sep 30, 2022Updated 3 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆133Jun 21, 2023Updated 2 years ago
- 关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记☆1,238Dec 14, 2023Updated 2 years ago
- GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"☆60May 1, 2023Updated 2 years ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,564Updated this week
- Empirical tricks for training robust models (ICLR 2021)☆258May 25, 2023Updated 2 years ago
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆225Jun 7, 2023Updated 2 years ago
- ☆921May 22, 2024Updated last year
- EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.☆337Jun 30, 2024Updated last year
- [IMWUT/UbiComp 2024] Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition☆23Oct 28, 2023Updated 2 years ago
- Code for the paper "Better Diffusion Models Further Improve Adversarial Training" (ICML 2023)☆145Jul 31, 2023Updated 2 years ago
- ☆12Jun 29, 2024Updated last year
- RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]☆772Mar 31, 2025Updated 11 months ago
- The repository for paper <Evaluating Open-QA Evaluation>☆25Apr 9, 2024Updated last year
- Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials…☆14,298Feb 18, 2025Updated last year
- Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples…☆99Mar 4, 2022Updated 4 years ago
- DomainBed is a suite to test domain generalization algorithms☆1,604Dec 16, 2025Updated 3 months ago
- A Self-Consistent Robust Error (ICML 2022)☆69Jun 25, 2023Updated 2 years ago
- ☆69Feb 1, 2025Updated last year
- Code for our paper Adversarial Spectral Kernel Matching for Unsupervised Time Series Domain Adaptation IJCAI 2021☆20Jun 6, 2021Updated 4 years ago
- ☆19Aug 3, 2024Updated last year
- Code repository for CVPR2024 paper 《Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness》☆25May 29, 2024Updated last year
- [NeurIPS 2023 D&B Track] Code and data for paper "Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evalua…☆36Jun 8, 2023Updated 2 years ago
- ☆38Mar 13, 2024Updated 2 years ago
- ☆11Jul 27, 2021Updated 4 years ago
- Helper-based Adversarial Training: Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off☆33Apr 28, 2022Updated 3 years ago
- A curated list of trustworthy deep learning papers. Daily updating...☆383Mar 13, 2026Updated last week
- Diverse Generative Perturbations on Attention Space for Transferable Adversarial Attacks (ICIP 2022 Oral)☆19Oct 11, 2022Updated 3 years ago
- ☆22Apr 15, 2022Updated 3 years ago
- ☆44Oct 30, 2025Updated 4 months ago
- Self-supervised contrastive learning for time series via time-frequency consistency☆520May 7, 2024Updated last year
- Official implementation of "Removing Batch Normalization Boosts Adversarial Training" (ICML'22)☆19Jul 20, 2022Updated 3 years ago
- Benchmarks for Out-of-Distribution Generalization in Time Series Tasks☆71Aug 15, 2022Updated 3 years ago
- Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"☆741May 16, 2024Updated last year
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆812May 21, 2025Updated 10 months ago
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,886May 10, 2024Updated last year
- The official GitHub page for paper "NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional St…☆25May 10, 2024Updated last year
- [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization☆54Apr 12, 2024Updated last year
- ☆39Dec 19, 2023Updated 2 years ago