JackYFL / awesome-VLLMsLinks
This repository collects papers on VLLM applications. We will update new papers irregularly.
☆199Updated last month
Alternatives and similar repositories for awesome-VLLMs
Users that are interested in awesome-VLLMs are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2025] Official code implementation of Perception R1: Pioneering Perception Policy with Reinforcement Learning☆285Updated 6 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆421Updated last year
- Vision Manus: Your versatile Visual AI assistant☆315Updated 2 weeks ago
- A most Frontend Collection and survey of vision-language model papers, and models GitHub repository. Continuous updates.☆506Updated 3 weeks ago
- Efficient Multimodal Large Language Models: A Survey☆385Updated 9 months ago
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆221Updated 9 months ago
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆592Updated 2 weeks ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆380Updated 11 months ago
- Official repository for VisionZip (CVPR 2025)☆403Updated 6 months ago
- [NIPS2025] VideoChat-R1 & R1.5: Enhancing Spatio-Temporal Perception and Reasoning via Reinforcement Fine-Tuning☆255Updated 3 months ago
- [CVPR2025 Highlight] Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models☆232Updated 2 months ago
- Collections of Papers and Projects for Multimodal Reasoning.☆107Updated 9 months ago
- 📚 Collection of token-level model compression resources.☆190Updated 4 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆806Updated last month
- [TPAMI 2025] Towards Visual Grounding: A Survey☆284Updated 2 months ago
- [CVPR 2025] Adaptive Keyframe Sampling for Long Video Understanding☆167Updated last month
- [ICML'25] Official implementation of paper "SparseVLM: Visual Token Sparsification for Efficient Vision-Language Model Inference" and "Sp…☆231Updated last month
- [ECCV 2024 Oral] Code for paper: An Image is Worth 1/2 Tokens After Layer 2: Plug-and-Play Inference Acceleration for Large Vision-Langua…☆548Updated last year
- Pixel-Level Reasoning Model trained with RL [NeuIPS25]☆267Updated 2 months ago
- 📖 This is a repository for organizing papers, codes and other resources related to Visual Reinforcement Learning.☆391Updated last week
- This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages …☆751Updated 4 months ago
- TinyLLaVA-Video-R1: Towards Smaller LMMs for Video Reasoning☆112Updated last month
- Collect the awesome works evolved around reasoning models like O1/R1 in visual domain☆52Updated 6 months ago
- The Next Step Forward in Multimodal LLM Alignment☆196Updated 8 months ago
- ✨✨[NeurIPS 2025] This is the official implementation of our paper "Video-RAG: Visually-aligned Retrieval-Augmented Long Video Comprehensi…☆390Updated 2 weeks ago
- [ICLR'25] Official code for the paper 'MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs'☆331Updated 9 months ago
- A curated list of awesome Multimodal studies.☆312Updated last month
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆154Updated 10 months ago
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆946Updated 2 months ago
- Official Code for "Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search"☆394Updated 4 months ago