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。
☆17Updated 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:
- WISE: A World Knowledge-Informed Semantic Evaluation for Text-to-Image Generation☆86Updated last month
- 【COLING 2025🔥】Code for the paper "Is Parameter Collision Hindering Continual Learning in LLMs?".☆33Updated 5 months ago
- GPT as a Monte Carlo Language Tree: A Probabilistic Perspective☆44Updated 4 months ago
- [CVPR' 25] Interleaved-Modal Chain-of-Thought☆40Updated 3 weeks ago
- ☆83Updated last month
- [EMNLP 2024 Findings🔥] Official implementation of ": LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context In…☆93Updated 6 months ago
- (CVPR 2025) PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction☆94Updated 2 months ago
- MME-CoT: Benchmarking Chain-of-Thought in LMMs for Reasoning Quality, Robustness, and Efficiency☆104Updated 2 weeks ago
- (ICLR 2025 Spotlight) Official code repository for Interleaved Scene Graph.☆21Updated 3 months ago
- GPT-4V(ision) as A Social Media Analysis Engine☆35Updated 4 months ago
- Visual Instruction Tuning for Qwen2 Base Model☆33Updated 10 months ago
- ☆117Updated 3 months ago
- Code release for VTW (AAAI 2025) Oral☆39Updated 4 months ago
- A Comprehensive Survey on Evaluating Reasoning Capabilities in Multimodal Large Language Models.☆60Updated 2 months ago
- p-MoD: Building Mixture-of-Depths MLLMs via Progressive Ratio Decay☆35Updated 4 months ago
- TimeChat-online: 80% Visual Tokens are Naturally Redundant in Streaming Videos☆34Updated last week
- NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation☆54Updated last week
- Unifying Visual Understanding and Generation with Dual Visual Vocabularies 🌈☆45Updated last month
- Collections of Papers and Projects for Multimodal Reasoning.☆104Updated 3 weeks ago
- Code and Data for "GenAI Arena: An Open Evaluation Platform for Generative Models" [NeurIPS 2024]☆19Updated 8 months ago
- ☆44Updated last week
- [NAACL 2024] LaDiC: Are Diffusion Models Really Inferior to Autoregressive Counterparts for Image-to-text Generation?☆40Updated 11 months ago
- [NeurIPS 2024] Visual Perception by Large Language Model’s Weights☆45Updated last month
- [ICLR2025] MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models☆71Updated 8 months ago
- [LLaVA-Video-R1]✨First Adaptation of R1 to LLaVA-Video (2025-03-18)☆28Updated last week
- [ICLR 2025] The official pytorch implement of "Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Cont…☆36Updated 5 months ago
- Official repository of MMDU dataset☆90Updated 7 months ago
- [ICLR2025 Oral] ChartMoE: Mixture of Diversely Aligned Expert Connector for Chart Understanding☆78Updated last month
- Code for "CAFe: Unifying Representation and Generation with Contrastive-Autoregressive Finetuning"☆15Updated last month
- This repository will continuously update the latest papers, technical reports, benchmarks about multimodal reasoning!☆38Updated last month