lntzm / HIComLinks
[CVPR2025] Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models
☆16Updated 6 months ago
Alternatives and similar repositories for HICom
Users that are interested in HICom are comparing it to the libraries listed below
Sorting:
- Video Chain of Thought, Codes for ICML 2024 paper: "Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition"☆168Updated 8 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆120Updated 2 months ago
- [✨Official Code of TSPO] Temporal Sampling Policy Optimization for Long-form Video Language Understanding☆53Updated 2 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆195Updated 3 months ago
- [ICML 2025] Official implementation of paper 'Look Twice Before You Answer: Memory-Space Visual Retracing for Hallucination Mitigation in…☆163Updated last month
- [CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Att…☆48Updated 3 weeks ago
- [ICCV 2025] ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models☆40Updated 3 months ago
- [ICLR 2025] TRACE: Temporal Grounding Video LLM via Casual Event Modeling☆130Updated 2 months ago
- [ICLR 2025] Data-Augmented Phrase-Level Alignment for Mitigating Object Hallucination☆16Updated 9 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆88Updated last month
- [ICLR 2025] MLLM can see? Dynamic Correction Decoding for Hallucination Mitigation☆118Updated last month
- [NeurIPS 2025] More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models☆63Updated 5 months ago
- Code for ICLR 2025 Paper: Visual Description Grounding Reduces Hallucinations and Boosts Reasoning in LVLMs☆21Updated 5 months ago
- 🚀 Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models☆33Updated 3 months ago
- Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models☆41Updated this week
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆90Updated last week
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆37Updated last month
- [CVPR 2024] Official Code for the Paper "Compositional Chain-of-Thought Prompting for Large Multimodal Models"☆140Updated last year
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆66Updated 3 months ago
- ☆22Updated 6 months ago
- [CVPR 2025] Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention☆49Updated last year
- ☆58Updated 5 months ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆284Updated 6 months ago
- [NeurIPS 2024] Mitigating Object Hallucination via Concentric Causal Attention☆63Updated 2 months ago
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆105Updated 5 months ago
- [ECCV 2024] Paying More Attention to Image: A Training-Free Method for Alleviating Hallucination in LVLMs☆147Updated 11 months ago
- [ICML 2024] Official implementation for "HALC: Object Hallucination Reduction via Adaptive Focal-Contrast Decoding"☆100Updated 10 months ago
- PyTorch Implementation of "Divide, Conquer and Combine: A Training-Free Framework for High-Resolution Image Perception in Multimodal Larg…☆30Updated 5 months ago
- [ICLR 2025] See What You Are Told: Visual Attention Sink in Large Multimodal Models☆65Updated 8 months ago
- [ICLR 2025] TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning☆46Updated 6 months ago