FightingFighting / cross-modal-information-flow-in-MLLMLinks
This is the official repository for paper: cross-modal information flow in multimodal large language models
☆24Updated 3 months ago
Alternatives and similar repositories for cross-modal-information-flow-in-MLLM
Users that are interested in cross-modal-information-flow-in-MLLM are comparing it to the libraries listed below
Sorting:
- [CVPR2025] Code Release of F-LMM: Grounding Frozen Large Multimodal Models☆102Updated 3 months ago
- Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning☆36Updated 2 months ago
- [ECCV 2024] Official PyTorch implementation of DreamLIP: Language-Image Pre-training with Long Captions☆135Updated 3 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆98Updated last week
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆45Updated 6 months ago
- ☆79Updated 3 weeks ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆253Updated 4 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆192Updated last month
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆131Updated 6 months ago
- A Fine-grained Benchmark for Video Captioning and Retrieval☆21Updated last month
- [ECCV 2024] Elysium: Exploring Object-level Perception in Videos via MLLM☆81Updated 10 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆61Updated last week
- ☆111Updated 5 months ago
- [CVPR2024] The code of "UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory"☆67Updated 10 months ago
- [ECCV2024] Reflective Instruction Tuning: Mitigating Hallucinations in Large Vision-Language Models☆17Updated last year
- 【NeurIPS 2024】Dense Connector for MLLMs☆174Updated 10 months ago
- The official repository for ACL2025 paper "PruneVid: Visual Token Pruning for Efficient Video Large Language Models".☆52Updated 3 months ago
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆36Updated 6 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆44Updated last year
- [NeurIPS 2024] Visual Perception by Large Language Model’s Weights☆45Updated 5 months ago
- ☆71Updated 4 months ago
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆102Updated this week
- [ICLR 2025] TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning☆42Updated 4 months ago
- [CVPR 2025] Mono-InternVL: Pushing the Boundaries of Monolithic Multimodal Large Language Models with Endogenous Visual Pre-training☆80Updated last month
- Official Codebase for "Generative Multimodal Model Features Are Discriminative Vision-Language Classifiers"☆16Updated 2 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆137Updated 10 months ago
- [CVPRW-25 MMFM] Official repository of paper titled "How Good is my Video LMM? Complex Video Reasoning and Robustness Evaluation Suite fo…☆50Updated last year
- [ECCV 2024] ControlCap: Controllable Region-level Captioning☆79Updated 10 months ago
- [ICCV25 Oral] Token Activation Map to Visually Explain Multimodal LLMs☆67Updated 3 weeks ago
- Evaluation code for Ref-L4, a new REC benchmark in the LMM era☆47Updated 8 months ago