yuhui-zh15 / drmlLinks
Official Code Release for "Diagnosing and Rectifying Vision Models using Language" (ICLR 2023)
☆34Updated 2 years ago
Alternatives and similar repositories for drml
Users that are interested in drml are comparing it to the libraries listed below
Sorting:
- Official repository for the ICCV 2023 paper: "Waffling around for Performance: Visual Classification with Random Words and Broad Concepts…☆57Updated last year
- Compress conventional Vision-Language Pre-training data☆51Updated last year
- ☆11Updated 2 years ago
- ☆29Updated 2 years ago
- Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation☆31Updated 2 years ago
- Create generated datasets and train robust classifiers☆35Updated last year
- ImageNetV2 Pytorch Dataset☆41Updated 2 years ago
- [NeurIPS 2023] Official Pytorch code for LOVM: Language-Only Vision Model Selection☆21Updated last year
- ☆22Updated last year
- [CVPR23 Highlight] CREPE: Can Vision-Language Foundation Models Reason Compositionally?☆33Updated 2 years ago
- Code for 'Why is Winoground Hard? Investigating Failures in Visuolinguistic Compositionality', EMNLP 2022☆30Updated 2 years ago
- Patching open-vocabulary models by interpolating weights☆91Updated last year
- Official code for the paper "Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?" (ICLR 2024)☆10Updated 9 months ago
- Official implementation for NeurIPS'23 paper "Geodesic Multi-Modal Mixup for Robust Fine-Tuning"☆34Updated 9 months ago
- COLA: Evaluate how well your vision-language model can Compose Objects Localized with Attributes!☆24Updated 7 months ago
- ☆50Updated 2 years ago
- https://arxiv.org/abs/2209.15162☆50Updated 2 years ago
- [DMLR 2024] Benchmarking Robustness of Multimodal Image-Text Models under Distribution Shift☆37Updated last year
- ☆27Updated last year
- code for "Multitask Vision-Language Prompt Tuning" https://arxiv.org/abs/2211.11720☆56Updated last year
- Code release for "Understanding Bias in Large-Scale Visual Datasets"☆20Updated 6 months ago
- Code and data setup for the paper "Are Diffusion Models Vision-and-language Reasoners?"☆32Updated last year
- Official Implementation of LADS (Latent Augmentation using Domain descriptionS)☆50Updated 2 years ago
- ☆11Updated 7 months ago
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆80Updated last year
- Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets☆57Updated 2 years ago
- Official code for "pi-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation", ICML 2023.☆33Updated last year
- Code for "CLIP Behaves like a Bag-of-Words Model Cross-modally but not Uni-modally"☆13Updated 4 months ago
- Command-line tool for downloading and extending the RedCaps dataset.☆48Updated last year
- Repository for the paper: Teaching Structured Vision & Language Concepts to Vision & Language Models☆46Updated last year