Stanford-AIMI / RaVLLinks
[NeurIPS 2024] RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
☆31Updated last year
Alternatives and similar repositories for RaVL
Users that are interested in RaVL are comparing it to the libraries listed below
Sorting:
- Code and benchmark for the paper: "A Practitioner's Guide to Continual Multimodal Pretraining" [NeurIPS'24]☆61Updated last year
- Code for ICLR'24 workshop ME-FoMo-How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation☆38Updated last year
- [NeurIPS'24] Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization☆38Updated last year
- Evaluation and dataset construction code for the CVPR 2025 paper "Vision-Language Models Do Not Understand Negation"☆44Updated 9 months ago
- [NeurIPS 2023] Official repository for "Distilling Out-of-Distribution Robustness from Vision-Language Foundation Models"☆12Updated last year
- ☆54Updated last year
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆79Updated 8 months ago
- [NeurIPS'24] Official PyTorch implementation for paper "Knowledge Composition using Task Vectors with Learned Anisotropic Scaling"☆27Updated 11 months ago
- Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)☆44Updated 2 years ago
- ☆17Updated last year
- ☆35Updated last year
- ☆20Updated 11 months ago
- Official code base for "Long-Tailed Diffusion Models With Oriented Calibration" ICLR2024☆15Updated last year
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆80Updated 7 months ago
- [NeurIPS 2023] Official Pytorch code for LOVM: Language-Only Vision Model Selection☆21Updated last year
- [CVPR 2025] MicroVQA eval and 🤖RefineBot code for "MicroVQA: A Multimodal Reasoning Benchmark for Microscopy-Based Scientific Research"…☆31Updated 2 months ago
- Practical Continual Forgetting for Pre-trained Vision Models (CVPR 2024; T-PAMI 2026)☆70Updated 2 weeks ago
- An official PyTorch implementation for CLIPPR☆30Updated 2 years ago
- [NeurIPS 2025] Sparse Autoencoders Learn Monosemantic Features in Vision-Language Models☆60Updated 2 months ago
- Official Code for ICLR 2024 Paper: Non-negative Contrastive Learning☆46Updated last year
- The efficient tuning method for VLMs☆80Updated last year
- If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions☆17Updated last year
- LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)☆29Updated 2 years ago
- Official Code for ICML 2023 Paper: On the Generalization of Multi-modal Contrastive Learning☆26Updated 2 years ago
- ☆40Updated last year
- source code for NeurIPS'23 paper "Dream the Impossible: Outlier Imagination with Diffusion Models"☆72Updated 9 months ago
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"☆46Updated last year
- Self-training LLaVA for medical☆16Updated last year
- Bias-to-Text: Debiasing Unknown Visual Biases through Language Interpretation☆32Updated 2 years ago
- ProbVLM: Probabilistic Adapter for Frozen Vision-Language Models☆45Updated 2 years ago