Stanford-AIMI / RaVLLinks
[NeurIPS 2024] RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
☆28Updated 11 months ago
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]☆59Updated 10 months ago
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆78Updated 5 months ago
- [NeurIPS'24] Multilinear Mixture of Experts: Scalable Expert Specialization through Factorization☆35Updated last year
- [NeurIPS 2024] Official PyTorch implementation of "Improving Compositional Reasoning of CLIP via Synthetic Vision-Language Negatives"☆44Updated 11 months ago
- Code for ICLR'24 workshop ME-FoMo-How Well Does GPT-4V(ision) Adapt to Distribution Shifts? A Preliminary Investigation☆37Updated last year
- Evaluation and dataset construction code for the CVPR 2025 paper "Vision-Language Models Do Not Understand Negation"☆36Updated 6 months ago
- ☆53Updated 9 months ago
- Distribution-Aware Prompt Tuning for Vision-Language Models (ICCV 2023)☆43Updated last year
- If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions☆17Updated last year
- [NeurIPS 2023] Official Pytorch code for LOVM: Language-Only Vision Model Selection☆21Updated last year
- ☆35Updated last year
- ☆17Updated last year
- ☆53Updated 2 months ago
- Code for ICML 2023 paper "When and How Does Known Class Help Discover Unknown Ones? Provable Understandings Through Spectral Analysis"☆13Updated 2 years ago
- [NeurIPS'24] Official PyTorch implementation for paper "Knowledge Composition using Task Vectors with Learned Anisotropic Scaling"☆25Updated 8 months ago
- Do Vision and Language Models Share Concepts? A Vector Space Alignment Study☆16Updated 11 months ago
- LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections (NeurIPS 2023)☆29Updated last year
- This is an implementation of the paper "Are We Done with Object-Centric Learning?"☆11Updated last month
- Data-Efficient Multimodal Fusion on a Single GPU☆67Updated last year
- [CVPR'24] Validation-free few-shot adaptation of CLIP, using a well-initialized Linear Probe (ZSLP) and class-adaptive constraints (CLAP)…☆78Updated 4 months ago
- Official Implementation of DiffCLIP: Differential Attention Meets CLIP☆46Updated 7 months ago
- [WACV 2025] Official implementation of "Online-LoRA: Task-free Online Continual Learning via Low Rank Adaptation" by Xiwen Wei, Guihong L…☆51Updated 2 months ago
- [ECCV’24] Official repository for "BEAF: Observing Before-AFter Changes to Evaluate Hallucination in Vision-language Models"☆20Updated 7 months ago
- ☆40Updated last year
- The efficient tuning method for VLMs☆79Updated last year
- Code for "Are “Hierarchical” Visual Representations Hierarchical?" in NeurIPS Workshop for Symmetry and Geometry in Neural Representation…☆21Updated last year
- ☆43Updated 3 weeks ago
- [NIPS2023]Implementation of Foundation Model is Efficient Multimodal Multitask Model Selector☆37Updated last year
- Official code base for "Long-Tailed Diffusion Models With Oriented Calibration" ICLR2024☆14Updated last year
- An official PyTorch implementation for CLIPPR☆29Updated 2 years ago