yuanpinz / awesome-deep-multimodal-reasoningLinks
Collect the awesome works evolved around reasoning models like O1/R1 in visual domain
☆51Updated 5 months ago
Alternatives and similar repositories for awesome-deep-multimodal-reasoning
Users that are interested in awesome-deep-multimodal-reasoning are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation☆218Updated 9 months ago
- ☆81Updated 8 months ago
- Latest open-source "Thinking with images" (O3/O4-mini) papers, covering training-free, SFT-based, and RL-enhanced methods for "fine-grain…☆108Updated 4 months ago
- [ICCV 2025] Official implementation of LLaVA-KD: A Framework of Distilling Multimodal Large Language Models☆120Updated 2 months ago
- ☆101Updated 4 months ago
- [NeurIPS2023] Parameter-efficient Tuning of Large-scale Multimodal Foundation Model☆89Updated 2 years ago
- Official code for NeurIPS 2025 paper "GRIT: Teaching MLLMs to Think with Images"☆172Updated this week
- The official implementation of RAR☆92Updated last month
- ✨✨ [ICLR 2025] MME-RealWorld: Could Your Multimodal LLM Challenge High-Resolution Real-World Scenarios that are Difficult for Humans?☆150Updated 2 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆202Updated 5 months ago
- ☆74Updated 7 months ago
- Pink: Unveiling the Power of Referential Comprehension for Multi-modal LLMs☆96Updated 11 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆78Updated 3 months ago
- ☆132Updated 9 months ago
- [CVPR 2024] LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge☆153Updated 4 months ago
- Official repo of Griffon series including v1(ECCV 2024), v2(ICCV 2025), G, and R, and also the RL tool Vision-R1.☆247Updated 4 months ago
- [NeurIPS 2024] MoVA: Adapting Mixture of Vision Experts to Multimodal Context☆168Updated last year
- The Next Step Forward in Multimodal LLM Alignment☆193Updated 8 months ago
- Pruning the VLLMs☆105Updated last year
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆77Updated last year
- ☆86Updated last year
- ☆124Updated last year
- [NeurIPS 2025] Official code implementation of Perception R1: Pioneering Perception Policy with Reinforcement Learning☆280Updated 5 months ago
- Vision Manus: Your versatile Visual AI assistant☆305Updated 2 months ago
- [ACM MM 2025] The official code of "Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs"☆97Updated last month
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆131Updated 5 months ago
- Mitigating Shortcuts in Visual Reasoning with Reinforcement Learning☆43Updated 6 months ago
- [CVPR 2025] LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant☆172Updated 6 months ago
- [ICLR2025] Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want☆92Updated last month
- GroundVLP: Harnessing Zero-shot Visual Grounding from Vision-Language Pre-training and Open-Vocabulary Object Detection (AAAI 2024)☆72Updated 2 years ago