inFaaa / Multimodal-Roadmap-for-freshman
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。
☆15Updated 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
- 【COLING 2025🔥】Code for the paper "Is Parameter Collision Hindering Continual Learning in LLMs?".☆33Updated 3 months ago
- WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation☆53Updated last week
- GPT as a Monte Carlo Language Tree: A Probabilistic Perspective☆41Updated 2 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆81Updated 3 weeks ago
- ☆50Updated last week
- ☆53Updated last week
- GPT-4V(ision) as A Social Media Analysis Engine☆35Updated 3 months ago
- [NAACL 2024] LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-text Generation?☆37Updated 9 months ago
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆92Updated 4 months ago
- ☆31Updated 8 months ago
- [ICLR2025 Oral] ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding☆49Updated last week
- [ICLR'25] PiCO: Peer Review in LLMs based on the Consistency Optimization, https://arxiv.org/pdf/2402.01830☆36Updated last month
- [NeurIPS 2024] Visual Perception by Large Language Model’s Weights☆41Updated 5 months ago
- (ICLR 2025 Spotlight) Official code repository for Interleaved Scene Graph.☆18Updated last month
- official impelmentation of Kangaroo: A Powerful Video-Language Model Supporting Long-context Video Input☆63Updated 7 months ago
- LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models☆121Updated 10 months ago
- [NeurIPS2024] Repo for the paper `ControlMLLM: Training-Free Visual Prompt Learning for Multimodal Large Language Models'☆153Updated 2 months ago
- [ECCV 2024] API: Attention Prompting on Image for Large Vision-Language Models☆79Updated 5 months ago
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆68Updated 6 months ago
- This is the official implementation of our paper "QuoTA: Query-oriented Token Assignment via CoT Query Decouple for Long Video Comprehens…☆64Updated last week
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆46Updated 3 weeks ago
- The official repository for the paper "Can MLLMs Reason in Multimodality? EMMA: An Enhanced MultiModal ReAsoning Benchmark"☆47Updated this week
- Official implement of MIA-DPO☆54Updated 2 months ago
- p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay☆32Updated 2 months ago
- VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models☆49Updated 8 months ago
- ☆92Updated this week
- Official repository of MMDU dataset☆86Updated 6 months ago
- DyCoke: Dynamic Compression of Tokens for Fast Video Large Language Models☆38Updated last week
- 🔥CVPR 2025 Multimodal Large Language Models Paper List☆123Updated 2 weeks ago
- [NeurIPS 2024] Calibrated Self-Rewarding Vision Language Models☆70Updated 9 months ago