Robust machine learning for responsible AI
☆510Jul 12, 2024Updated 2 years ago
Alternatives and similar repositories for robustlearn
Users that are interested in robustlearn are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Contrastive Learning for Domain Adaptation of Time Series☆96Apr 11, 2024Updated 2 years ago
- ☆117Jun 13, 2023Updated 3 years ago
- Exploiting Unlabeled Data for Target-Oriented Opinion Words Extraction☆24Sep 30, 2022Updated 4 years ago
- Domain Adaptation for Time Series Under Feature and Label Shifts☆142Jun 21, 2023Updated 3 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☆1,247Dec 14, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Empirical tricks for training robust models (ICLR 2021)☆259May 25, 2023Updated 3 years ago
- GitHub Repo for ICLR 2023 Paper "Temporal Domain Generalization with Drift-Aware Dynamic Neural Networks"☆60May 1, 2023Updated 3 years ago
- A Unified Semi-Supervised Learning Codebase (NeurIPS'22)☆1,590Oct 4, 2026Updated 3 weeks ago
- EasyRobust: an Easy-to-use library for state-of-the-art Robust Computer Vision Research with PyTorch.☆339Jun 30, 2024Updated 2 years ago
- ☆925May 22, 2024Updated 2 years ago
- Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials…☆14,374Feb 18, 2025Updated last year
- DomainBed is a suite to test domain generalization algorithms☆1,630Dec 16, 2025Updated 10 months ago
- RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track]☆790Apr 14, 2026Updated 6 months ago
- [TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data☆242Jun 7, 2023Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Unofficial implementation of the DeepMind papers "Uncovering the Limits of Adversarial Training against Norm-Bounded Adversarial Examples…☆98Mar 4, 2022Updated 4 years ago
- A Self-Consistent Robust Error (ICML 2022)☆69Jun 25, 2023Updated 3 years ago
- This repository contains the pytorch attempts to replicate the results from the recent DeepMind Paper, "On the Effectiveness of Interval …☆10May 27, 2019Updated 7 years ago
- Code for ICLR2020 "Improving Adversarial Robustness Requires Revisiting Misclassified Examples"☆152Oct 15, 2020Updated 6 years ago
- ☆12Jun 29, 2024Updated 2 years ago
- Adversarial Augmentation Against Adversarial Attacks☆32May 23, 2023Updated 3 years ago
- A curated list of trustworthy deep learning papers. Continually updating...☆395Aug 11, 2026Updated 2 months ago
- [ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization☆54Apr 12, 2024Updated 2 years ago
- Helper-based Adversarial Training: Reducing Excessive Margin to Achieve a Better Accuracy vs. Robustness Trade-off☆33Apr 28, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Benchmarks for Out-of-Distribution Generalization in Time Series Tasks☆73Aug 15, 2022Updated 4 years ago
- This repository contains the code of the distribution shift framework presented in A Fine-Grained Analysis on Distribution Shift (Wiles e…☆90May 19, 2026Updated 5 months ago
- Code relative to "Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks"☆755May 16, 2024Updated 2 years ago
- TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)☆561Mar 30, 2023Updated 3 years ago
- Implementation of the OS-ROCKET algorithm for open set recognition for time series classifciation☆10Nov 21, 2021Updated 4 years ago
- Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization☆3,942May 10, 2024Updated 2 years ago
- ☆22Apr 15, 2022Updated 4 years ago
- ☆37Mar 13, 2024Updated 2 years ago
- Code repository for CVPR2024 paper 《Pre-trained Model Guided Fine-Tuning for Zero-Shot Adversarial Robustness》☆25May 29, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Unofficial PyTorch implementation of Domain Adaptation Forecaster☆38Feb 20, 2024Updated 2 years ago
- On the Loss Landscape of Adversarial Training: Identifying Challenges and How to Overcome Them [NeurIPS 2020]☆36Jul 3, 2021Updated 5 years ago
- Awesome-LLM-Robustness: a curated list of Uncertainty, Reliability and Robustness in Large Language Models☆839Updated this week
- ☆11Jul 27, 2021Updated 5 years ago
- [NeurIPS 2023 D&B Track] Code and data for paper "Revisiting Out-of-distribution Robustness in NLP: Benchmarks, Analysis, and LLMs Evalua…☆37Jun 8, 2023Updated 3 years ago
- A PyTorch-based library for semi-supervised learning (NeurIPS'21)☆1,370Aug 28, 2023Updated 3 years ago
- Official implementation of "Removing Batch Normalization Boosts Adversarial Training" (ICML'22)☆19Jul 20, 2022Updated 4 years ago