lwpyh / Awesome-MLLM-Reasoning-CollectionLinks
A collection of multimodal reasoning papers, codes, datasets, benchmarks and resources.
☆359Updated 2 weeks ago
Alternatives and similar repositories for Awesome-MLLM-Reasoning-Collection
Users that are interested in Awesome-MLLM-Reasoning-Collection are comparing it to the libraries listed below
Sorting:
- [AAAI 2026] ✨ TSPO: Temporal Sampling Policy Optimization for Long-form Video Language Understanding☆108Updated last month
- ✨✨R1-Reward: Training Multimodal Reward Model Through Stable Reinforcement Learning☆272Updated 7 months ago
- A curated collection of resources, tools, and frameworks for developing GUI Agents.☆217Updated this week
- [NeurIPS 2025] Efficient Reasoning Vision Language Models☆440Updated 3 months ago
- (ICCV 2025) Enhance CLIP and MLLM's fine-grained visual representations with generative models.☆75Updated 6 months ago
- An open-source implementation for training LLaVA-NeXT.☆428Updated last year
- [NAACL 2025 Oral] 🎉 From redundancy to relevance: Enhancing explainability in multimodal large language models☆127Updated 10 months ago
- Official Repository of OmniCaptioner☆168Updated 8 months ago
- A collection of token reduction (token pruning, merging, clustering, etc.) techniques for ML/AI☆267Updated last week
- Reverse Chain-of-Thought Problem Generation for Geometric Reasoning in Large Multimodal Models☆181Updated last year
- ✨✨Long-VITA: Scaling Large Multi-modal Models to 1 Million Tokens with Leading Short-Context Accuracy☆307Updated 7 months ago
- [AAAI 2026] GUI-G²: Gaussian Reward Modeling for GUI Grounding☆246Updated last month
- SDAR (Synergy of Diffusion and AutoRegression), a large diffusion language model（1.7B, 4B, 8B, 30B）☆312Updated 2 weeks ago
- [ICML 2025 Oral] An official implementation of VideoRoPE & VideoRoPE++☆209Updated 5 months ago
- [NeurIPS 2024] AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation☆112Updated last year
- [Neurocomputing] Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation☆21Updated last week
- An official implementation of "SIM-CoT: Supervised Implicit Chain-of-Thought"☆113Updated 3 months ago
- The code for "TokenPacker: Efficient Visual Projector for Multimodal LLM", IJCV2025☆273Updated 7 months ago
- [Arxiv] Discrete Diffusion in Large Language and Multimodal Models: A Survey☆347Updated last month
- [ICLR 2025] Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models☆60Updated 11 months ago
- [ICML 2025] Official repository for paper "Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation"☆187Updated 3 months ago
- (ECCV 2024) Empowering Multimodal Large Language Model as a Powerful Data Generator☆114Updated 9 months ago
- ☆26Updated 3 weeks ago
- ☆127Updated 3 months ago
- [SIGIR'2024 Best Paper Honorable Mention] Official repository for "LDRE: LLM-based Divergent Reasoning and Ensemble for Zero-Shot Compose…☆71Updated 9 months ago
- 🔥 OneThinker: All-in-one Reasoning Model for Image and Video☆333Updated 3 weeks ago
- [NIPS'25 Spotlight] Mulberry, an o1-like Reasoning and Reflection MLLM Implemented via Collective MCTS☆1,234Updated 3 months ago
- [NeurIPS 2024] Matryoshka Query Transformer for Large Vision-Language Models☆121Updated last year
- Multi-granularity Correspondence Learning from Long-term Noisy Videos [ICLR 2024, Oral]☆117Updated last year
- [NeurIPS 2025] Official implementation for the paper "SeePhys: Does Seeing Help Thinking? -- Benchmarking Vision-Based Physics Reasoning"☆47Updated 3 months ago