inFaaa / Multimodal-Roadmap-for-freshmanLinks
本项目用于Multimodal领域新手的学习路线,包括该领域的经典论文,项目及课程。旨在希望学习者在一定的时间内达到对这个领域有较为深刻的认知,能够自己进行的独立研究。
☆27Updated last year
Alternatives and similar repositories for Multimodal-Roadmap-for-freshman
Users that are interested in Multimodal-Roadmap-for-freshman are comparing it to the libraries listed below
Sorting:
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆57Updated 3 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆103Updated 11 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆89Updated last week
- [ICLR2025 Oral] ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding☆90Updated 6 months ago
- Doodling our way to AGI ✏️ 🖼️ 🧠☆107Updated 4 months ago
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆155Updated 7 months ago
- [NeurIPS 2025 Spotlight] Think or Not Think: A Study of Explicit Thinking in Rule-Based Visual Reinforcement Fine-Tuning☆68Updated 3 weeks ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆130Updated 2 months ago
- Interleaving Reasoning: Next-Generation Reasoning Systems for AGI☆182Updated last month
- This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehens…☆73Updated 5 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆193Updated 3 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆83Updated last month
- Survey: https://arxiv.org/pdf/2507.20198☆172Updated this week
- 对llava官方代码的一些学习笔记☆29Updated last year
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆68Updated 7 months ago
- 📖 This is a repository for organizing papers, codes, and other resources related to unified multimodal models.☆313Updated this week
- ☆142Updated 8 months ago
- A Survey on Benchmarks of Multimodal Large Language Models☆141Updated 3 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆130Updated 7 months ago
- Survey on Data-centric Large Language Models☆86Updated last year
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆53Updated 6 months ago
- Official implement of MIA-DPO☆66Updated 8 months ago
- ☆39Updated 6 months ago
- (ICLR 2025 Spotlight) Official code repository for Interleaved Scene Graph.☆28Updated 2 months ago
- Code release for VTW (AAAI 2025 Oral)☆50Updated 3 months ago
- Visual Instruction Tuning for Qwen2 Base Model☆38Updated last year
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆56Updated last month
- ☆50Updated last week
- Collections of Papers and Projects for Multimodal Reasoning.☆105Updated 5 months ago
- ☆108Updated last month