OSU-NLP-Group / saevLinks
Sparse autoencoders for vision
☆36Updated this week
Alternatives and similar repositories for saev
Users that are interested in saev are comparing it to the libraries listed below
Sorting:
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆75Updated 3 weeks ago
- ☆57Updated 7 months ago
- Code and datasets for "What’s “up” with vision-language models? Investigating their struggle with spatial reasoning".☆54Updated last year
- Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.☆137Updated 5 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆68Updated last year
- 🔥 [ICLR 2025] Official PyTorch Model "Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark"☆15Updated 4 months ago
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆30Updated last month
- ☆37Updated 11 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆76Updated last year
- The First to Know: How Token Distributions Reveal Hidden Knowledge in Large Vision-Language Models?☆31Updated 7 months ago
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆77Updated 3 weeks ago
- Matryoshka Multimodal Models☆110Updated 5 months ago
- Official PyTorch Implementation for Vision-Language Models Create Cross-Modal Task Representations, ICML 2025☆27Updated last month
- ☆40Updated last month
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆86Updated last year
- [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision☆64Updated 11 months ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆127Updated 11 months ago
- Official pytorch implementation of "Interpreting the Second-Order Effects of Neurons in CLIP"☆39Updated 7 months ago
- Official implementation of "Connect, Collapse, Corrupt: Learning Cross-Modal Tasks with Uni-Modal Data" (ICLR 2024)☆32Updated 8 months ago
- ☆17Updated 5 months ago
- ☆42Updated 9 months ago
- [NeurIPS 2023] A faithful benchmark for vision-language compositionality☆80Updated last year
- [NeurIPS 2024] Official Repository of Multi-Object Hallucination in Vision-Language Models☆29Updated 7 months ago
- 🔥 Official implementation of "Generate, but Verify: Reducing Visual Hallucination in Vision-Language Models with Retrospective Resamplin…☆35Updated last week
- Sparse Linear Concept Embeddings☆105Updated 2 months ago
- 🔥 [ICLR 2025] Official Benchmark Toolkits for "Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark"☆28Updated 4 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆70Updated 4 months ago
- Official implementation of MAIA, A Multimodal Automated Interpretability Agent☆82Updated this week
- Official implementation of "Describing Differences in Image Sets with Natural Language" (CVPR 2024 Oral)☆120Updated last year
- Preference Learning for LLaVA☆46Updated 7 months ago