shikiw / Modality-Integration-RateLinks
[ICCV 2025] The official code of the paper "Deciphering Cross-Modal Alignment in Large Vision-Language Models with Modality Integration Rate".
☆104Updated last month
Alternatives and similar repositories for Modality-Integration-Rate
Users that are interested in Modality-Integration-Rate are comparing it to the libraries listed below
Sorting:
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆83Updated 2 months ago
- V1: Toward Multimodal Reasoning by Designing Auxiliary Task☆34Updated 3 months ago
- Code for "The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs"☆53Updated last week
- [NeurIPS 2024] This repo contains evaluation code for the paper "Are We on the Right Way for Evaluating Large Vision-Language Models"☆189Updated 10 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆96Updated 7 months ago
- Official implement of MIA-DPO☆63Updated 6 months ago
- Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆52Updated last month
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆132Updated 9 months ago
- Official repository of MMDU dataset☆93Updated 10 months ago
- [NeurIPS'24] Official PyTorch Implementation of Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment☆57Updated 10 months ago
- [MM2024, oral] "Self-Supervised Visual Preference Alignment" https://arxiv.org/abs/2404.10501☆56Updated last year
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆98Updated 8 months ago
- code for "Strengthening Multimodal Large Language Model with Bootstrapped Preference Optimization"☆57Updated 11 months ago
- MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models☆41Updated 3 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆124Updated 2 weeks ago
- Github repository for "Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging" (ICML 2025)☆68Updated 2 months ago
- ☆93Updated 4 months ago
- Survey: https://arxiv.org/pdf/2507.20198☆69Updated this week
- LMM solved catastrophic forgetting, AAAI2025☆44Updated 3 months ago
- Doodling our way to AGI ✏️ 🖼️ 🧠☆86Updated 2 months ago
- ☆54Updated 3 months ago
- ☆85Updated 7 months ago
- The official code of "VL-Rethinker: Incentivizing Self-Reflection of Vision-Language Models with Reinforcement Learning"☆134Updated 2 months ago
- [ICML 2024 Oral] Official code repository for MLLM-as-a-Judge.☆78Updated 5 months ago
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models☆129Updated 3 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆117Updated 5 months ago
- HallE-Control: Controlling Object Hallucination in LMMs☆31Updated last year
- This repo contains the code for the paper "Understanding and Mitigating Hallucinations in Large Vision-Language Models via Modular Attrib…☆24Updated 3 weeks ago
- ☆50Updated 4 months ago
- [EMNLP 2024] mDPO: Conditional Preference Optimization for Multimodal Large Language Models.☆79Updated 8 months ago