EvolvingLMMs-Lab / multimodal-saeLinks
[ICCV 2025] Auto Interpretation Pipeline and many other functionalities for Multimodal SAE Analysis.
☆150Updated 2 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:
- Official implementation of "Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation" (CVPR 202…☆36Updated 3 months ago
- Official Pytorch implementation of "Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations" (ICLR '25)☆84Updated 3 months ago
- [ACL2025] Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models☆78Updated 3 months ago
- [ICLR 2025] Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision☆70Updated last year
- [NAACL 2025 Oral] Multimodal Needle in a Haystack (MMNeedle): Benchmarking Long-Context Capability of Multimodal Large Language Models☆48Updated 4 months ago
- Enhancing Large Vision Language Models with Self-Training on Image Comprehension.☆70Updated last year
- ☆68Updated 10 months ago
- OpenVLThinker: An Early Exploration to Vision-Language Reasoning via Iterative Self-Improvement☆109Updated last month
- ☆63Updated this week
- Code for paper "Unraveling Cross-Modality Knowledge Conflicts in Large Vision-Language Models."☆45Updated 10 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆143Updated 3 months ago
- Codes for Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models☆255Updated last month
- [NeurIPS 2024] A task generation and model evaluation system for multimodal language models.☆73Updated 9 months ago
- [TMLR] Public code repo for paper "A Single Transformer for Scalable Vision-Language Modeling"☆147Updated 10 months ago
- This repo contains evaluation code for the paper "BLINK: Multimodal Large Language Models Can See but Not Perceive". https://arxiv.or…☆139Updated last year
- [Arxiv] Aligning Modalities in Vision Large Language Models via Preference Fine-tuning☆88Updated last year
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆74Updated 3 months ago
- Model Merging with SVD to Tie the KnOTS [ICLR 2025]☆66Updated 5 months ago
- [NeurIPS 2024] Code for the paper "Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models"☆177Updated 6 months ago
- LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture☆211Updated 8 months ago
- X-Reasoner: Towards Generalizable Reasoning Across Modalities and Domains☆47Updated 4 months ago
- Geometric-Mean Policy Optimization☆74Updated last month
- Matryoshka Multimodal Models☆112Updated 7 months ago
- Optimizing Anytime Reasoning via Budget Relative Policy Optimization☆45Updated 2 months ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆36Updated 5 months ago
- Official implementation of the Law of Vision Representation in MLLMs☆166Updated 10 months ago
- Official PyTorch Implementation for Vision-Language Models Create Cross-Modal Task Representations, ICML 2025☆30Updated 4 months ago
- Main source code of SRPO framework.☆33Updated last month
- [Technical Report] Official PyTorch implementation code for realizing the technical part of Phantom of Latent representing equipped with …☆61Updated 11 months ago
- Think or Not? Selective Reasoning via Reinforcement Learning for Vision-Language Models☆41Updated last month