Sun-Haoyuan23 / Awesome-RL-based-Reasoning-MLLMsLinks
This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!
☆1,314Updated 2 weeks ago
Alternatives and similar repositories for Awesome-RL-based-Reasoning-MLLMs
Users that are interested in Awesome-RL-based-Reasoning-MLLMs are comparing it to the libraries listed below
Sorting:
- Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual in…☆1,214Updated 2 months ago
- Multimodal Chain-of-Thought Reasoning: A Comprehensive Survey☆921Updated last month
- Extend OpenRLHF to support LMM RL training for reproduction of DeepSeek-R1 on multimodal tasks.☆834Updated 7 months ago
- 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 …☆744Updated 3 months ago
- A fork to add multimodal model training to open-r1☆1,433Updated 10 months ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆764Updated 3 months ago
- Reading notes about Multimodal Large Language Models, Large Language Models, and Diffusion Models☆818Updated 2 weeks ago
- 📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).☆930Updated 2 months ago
- ☆1,035Updated last month
- A paper list of some recent works about Token Compress for Vit and VLM☆787Updated this week
- Latest Advances on System-2 Reasoning☆1,299Updated 6 months ago
- Video-R1: Reinforcing Video Reasoning in MLLMs [🔥the first paper to explore R1 for video]☆782Updated last week
- R1-onevision, a visual language model capable of deep CoT reasoning.☆574Updated 8 months ago
- [Neurips'24 Spotlight] Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought …☆412Updated last year
- Explore the Multimodal “Aha Moment” on 2B Model☆620Updated 9 months ago
- MM-Eureka V0 also called R1-Multimodal-Journey, Latest version is in MM-Eureka☆322Updated 6 months ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆380Updated 10 months ago
- 📖 This is a repository for organizing papers, codes and other resources related to unified multimodal models.☆767Updated 2 months ago
- A Survey of Reinforcement Learning for Large Reasoning Models☆2,178Updated last month
- A Framework of Small-scale Large Multimodal Models☆939Updated 7 months ago
- Efficient Multimodal Large Language Models: A Survey☆377Updated 7 months ago
- Latest Advances on Long Chain-of-Thought Reasoning☆580Updated 5 months ago
- A most Frontend Collection and survey of vision-language model papers, and models GitHub repository. Continuous updates.☆477Updated last week
- Awesome Unified Multimodal Models☆985Updated 4 months ago
- Paper list for Efficient Reasoning.☆776Updated this week
- A curated list of awesome Multimodal studies.☆301Updated last week
- [TMLR 2025] Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models☆711Updated 2 months ago
- ☆111Updated 3 months ago
- [CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allo…☆388Updated last year
- [CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding☆361Updated last year