EvolvingLMMs-Lab / multimodal-saeLinks
[ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.
☆173Updated 3 months ago
Alternatives and similar repositories for multimodal-sae
Users that are interested in multimodal-sae are comparing it to the libraries listed below
Sorting:
- [ICLR '25] Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations"☆96Updated last month
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆69Updated last year
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆40Updated 7 months ago
- Codes for Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models☆276Updated 5 months ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆87Updated 3 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning" [NeurIPS25]☆176Updated 7 months ago
- [COLM'25] Official implementation of the Law of Vision Representation in MLLMs☆173Updated 3 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆147Updated last year
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆79Updated 7 months ago
- ☆78Updated last year
- OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement☆128Updated 5 months ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆155Updated 3 months ago
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆50Updated last year
- [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.☆73Updated last year
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆84Updated 9 months ago
- [NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"☆193Updated 10 months ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆84Updated 2 months ago
- Geometric-Mean Policy Optimization☆96Updated 2 months ago
- Sparse autoencoders for vision☆55Updated 2 weeks ago
- Reinforcement Learning of Vision Language Models with Self Visual Perception Reward☆158Updated 3 months ago
- ☆21Updated 4 months ago
- ☆109Updated last year
- [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision☆72Updated last year
- LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture☆212Updated last year
- [TMLR 25] SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆146Updated 3 months ago
- [NeurIPS 2025] NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆104Updated 4 months ago
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆91Updated last year
- An LLM-free Multi-dimensional Benchmark for Multi-modal Hallucination Evaluation☆150Updated 2 years ago
- [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆54Updated 8 months ago
- Holistic evaluation of multimodal foundation models☆49Updated last year