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。
☆20Updated 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:
- LLM Reasoning Benchmark & Chain-of-Thoughts Dataset for Chemistry☆31Updated 3 weeks ago
- This repository is the official implementation of "Look-Back: Implicit Visual Re-focusing in MLLM Reasoning".☆34Updated last month
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆98Updated 9 months ago
- [ACM MM 2025] TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆66Updated 3 weeks ago
- 【COLING 2025🔥】Code for the paper "Is Parameter Collision Hindering Continual Learning in LLMs?".☆35Updated 8 months ago
- ☆134Updated 5 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆186Updated 3 weeks ago
- WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation☆143Updated this week
- Survey: https://arxiv.org/pdf/2507.20198☆69Updated this week
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆117Updated 5 months ago
- GPT as a Monte Carlo Language Tree: A Probabilistic Perspective☆45Updated 6 months ago
- A paper list about Token Merge, Reduce, Resample, Drop for MLLMs.☆69Updated 6 months ago
- ☆99Updated 4 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆125Updated this week
- [CVPR 2025] DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆64Updated last month
- Doodling our way to AGI ✏️ 🖼️ 🧠☆86Updated 2 months ago
- Official implement of MIA-DPO☆63Updated 6 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆142Updated last month
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆149Updated 4 months ago
- [ICLR2025 Oral] ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding☆86Updated 4 months ago
- ☆54Updated 3 months ago
- Code for the paper "AsFT: Anchoring Safety During LLM Fune-Tuning Within Narrow Safety Basin".☆25Updated last month
- A Collection of Papers on Diffusion Language Models☆98Updated this week
- [ICLR'25] PiCO: Peer Review in LLMs based on the Consistency Optimization, https://arxiv.org/pdf/2402.01830☆36Updated 5 months ago
- ☆62Updated last week
- This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehens…☆73Updated 3 months ago
- Official repository of 'ScaleCap: Inference-Time Scalable Image Captioning via Dual-Modality Debiasing’☆52Updated last month
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆70Updated 3 months ago
- MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models☆41Updated 4 months ago
- A Comprehensive Benchmark and Toolkit for Evaluating Video-based Large Language Models!☆131Updated last year