Create generated datasets and train robust classifiers
☆36Sep 1, 2023Updated 2 years ago
Alternatives and similar repositories for generative-robustness
Users that are interested in generative-robustness are comparing it to the libraries listed below
Sorting:
- Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation☆45Feb 27, 2023Updated 3 years ago
- The repository of Expanding Small-Scale Datasets with Guided Imagination (NeurIPS 2023).☆79Jan 15, 2024Updated 2 years ago
- Official code release for the paper Trapped in texture bias? A large scale comparison of deep instance segmentation, accepted at ECCV 202…☆16Jan 16, 2024Updated 2 years ago
- Is synthetic data from generative models ready for image recognition?☆187Feb 16, 2023Updated 3 years ago
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆31May 29, 2023Updated 2 years ago
- Experiments and data for the paper "When and why vision-language models behave like bags-of-words, and what to do about it?" Oral @ ICLR …☆292Jun 7, 2023Updated 2 years ago
- Augmenting with Language-guided Image Augmentation (ALIA)☆80Oct 30, 2023Updated 2 years ago
- ☆10Jul 5, 2024Updated last year
- [CVPR'25 Highlight ]Official code for the paper "Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning"☆14Jun 15, 2025Updated 8 months ago
- ☆13Jul 2, 2025Updated 8 months ago
- Collaborative retina modelling across datasets and species.☆18Feb 27, 2026Updated last week
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆72Apr 15, 2025Updated 10 months ago
- Code for "Training on Thin Air: Improve Image Classification with Generated Data"☆48May 25, 2023Updated 2 years ago
- Code and datasets for "Text encoders are performance bottlenecks in contrastive vision-language models". Coming soon!☆11May 24, 2023Updated 2 years ago
- Official implementation of Data Contamination Can Cross Language Barriers☆12Sep 11, 2024Updated last year
- Efficient Neural Network Loss Landscape Generation☆10Apr 26, 2019Updated 6 years ago
- TensorFlow experiment codes of XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning (FL' ICML 2020)☆13Aug 10, 2020Updated 5 years ago
- ☆37Oct 7, 2023Updated 2 years ago
- Automatic model evaluation (AutoEval) in CVPR'21&TPAMI'22☆37Oct 20, 2022Updated 3 years ago
- This is the implementation of CounterCurate, the data curation pipeline of both physical and semantic counterfactual image-caption pairs.☆19Jun 27, 2024Updated last year
- 【ICCV 2023】Diverse Data Augmentation with Diffusions for Effective Test-time Prompt Tuning & 【IJCV 2025】Diffusion-Enhanced Test-time Adap…☆70Jan 15, 2025Updated last year
- ☆16May 26, 2021Updated 4 years ago
- [WACV 2024] Official Implementation of TIAM - A Metric for Evaluating Alignment in Text-to-Image Generation☆19Feb 3, 2025Updated last year
- Toolkit for Elevater Benchmark☆77Oct 17, 2023Updated 2 years ago
- [CVPR 2022 (oral)] Bongard-HOI for benchmarking few-shot visual reasoning☆73Nov 7, 2022Updated 3 years ago
- [CVPR 2024 Highlight] ImageNet-D☆47Oct 15, 2024Updated last year
- ☆18Jul 5, 2022Updated 3 years ago
- [NeurIPS 2023] Official Pytorch code for LOVM: Language-Only Vision Model Selection☆21Feb 3, 2024Updated 2 years ago
- Improving Style Transfer With Calibrated Metrics☆16Mar 24, 2020Updated 5 years ago
- PyTorch implementation of the paper "No reason for no supervision: Improving the generalization of supervised models"☆18Mar 7, 2023Updated 2 years ago
- Evaluating Data Attribution for Text-to-Image Models: a visual data attribution benchmark for evaluating and learning training image inf…☆79Jun 25, 2024Updated last year
- Release of ImageNet-Captions☆51Jan 20, 2023Updated 3 years ago
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆89Feb 13, 2024Updated 2 years ago
- ☆61Oct 13, 2023Updated 2 years ago
- Repository for the PopulAtion Parameter Averaging (PAPA) paper☆31Apr 11, 2024Updated last year
- baseline mode for the ObjectNet competition☆18Jan 13, 2021Updated 5 years ago
- Code for the paper "A Whac-A-Mole Dilemma Shortcuts Come in Multiples Where Mitigating One Amplifies Others"☆51Jul 16, 2024Updated last year
- This repo implements the CVPR23 paper Trainable Projected Gradient Method for Robust Fine-tuning☆24Nov 27, 2023Updated 2 years ago
- Visual Programming for Text-to-Image Generation and Evaluation (NeurIPS 2023)☆57Jul 25, 2023Updated 2 years ago