Latest Advances on (RL based) Multimodal Reasoning and Generation in Multimodal Large Language Models
☆52Apr 16, 2026Updated this week
Alternatives and similar repositories for Awesome-Multimodal-Reasoning
Users that are interested in Awesome-Multimodal-Reasoning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICCV 2025] Factorized Learning for Temporally Grounded Video-Language Models☆24Jan 1, 2026Updated 3 months ago
- ✨First Open-Source R1-like Video-LLM [2025/02/18]☆384Feb 23, 2025Updated last year
- Official repository of "TDSD: Text-Driven Scene-Decoupled Weakly Supervised Video Anomaly Detection"☆11May 25, 2025Updated 10 months ago
- Latest Advances on Modality Priors in Multimodal Large Language Models☆31Dec 10, 2025Updated 4 months ago
- R1-like Video-LLM for Temporal Grounding☆135Jun 20, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- VideoNIAH: A Flexible Synthetic Method for Benchmarking Video MLLMs☆55Mar 9, 2025Updated last year
- ☆111Sep 11, 2025Updated 7 months ago
- [ICLR 2025] Mitigating Modality Prior-Induced Hallucinations in Multimodal Large Language Models via Deciphering Attention Causality☆65Jul 5, 2025Updated 9 months ago
- Official code of *Towards Event-oriented Long Video Understanding*☆12Jul 26, 2024Updated last year
- ☆10Nov 27, 2024Updated last year
- [Arxiv 2025] In-Video Instructions: Visual Signals as Generative Control☆45Nov 25, 2025Updated 4 months ago
- Awesome papers & datasets specifically focused on long-term videos.☆365Oct 9, 2025Updated 6 months ago
- MR. Video: MapReduce is the Principle for Long Video Understanding☆31Apr 23, 2025Updated 11 months ago
- [NIPS2025] VideoChat-R1 & R1.5: Enhancing Spatio-Temporal Perception and Reasoning via Reinforcement Fine-Tuning☆267Oct 18, 2025Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆33Jan 30, 2026Updated 2 months ago
- 🔥An open-source survey of the latest video reasoning tasks, paradigms, and benchmarks.☆166Mar 16, 2026Updated last month
- 李宏毅机器学习2021笔记☆14Nov 27, 2022Updated 3 years ago
- This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-bas…☆1,401Feb 26, 2026Updated last month
- [CVPR 2026] UFVideo: Towards Unified Fine-Grained Video Cooperative Understanding with Large Language Models☆37Feb 21, 2026Updated last month
- ☆13Updated this week
- (ACL 2025 Main) Distilling RAG for SLMs from LLMs to Transfer Knowledge and Mitigate Hallucination via Evidence and Graph-based Distillat…☆34Aug 23, 2025Updated 7 months ago
- SMART introduces a novel test-time framework where Small Language Models (SLMs) reason step-by-step, and Large Language Models (LLMs) pro…☆11Jul 9, 2025Updated 9 months ago
- (NeurIPS 2024 Spotlight) TOPA: Extend Large Language Models for Video Understanding via Text-Only Pre-Alignment☆29Sep 27, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Developer project for getting basic API integrations working in under 5 minutes☆11Jan 30, 2026Updated 2 months ago
- Documentation at☆14Mar 27, 2025Updated last year
- VideoDetective: Clue Hunting via both Extrinsic Query and Intrinsic Relevance for Long Video Understanding☆59Mar 24, 2026Updated 3 weeks ago
- [CVPR 2026] Official repo for "VideoSSR: Video Self-Supervised Reinforcement Learning"☆35Nov 11, 2025Updated 5 months ago
- Official Implementation for paper "Pretraining A Large Language Model using Distributed GPUs: A Memory-Efficient Decentralized Paradigm"☆23Mar 18, 2026Updated last month
- A curated list of grounding natural language in video and related area. :-)☆105Mar 31, 2022Updated 4 years ago
- ☆17Jun 10, 2025Updated 10 months ago
- 🔥🔥🔥 Latest Papers, Codes and Datasets on Video-LMM Post-Training☆283Mar 3, 2026Updated last month
- ☆21Oct 9, 2025Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆15Aug 12, 2022Updated 3 years ago
- [CVPR 2025 Oral] VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection☆140Jul 28, 2025Updated 8 months ago
- Multi-Modal Tree of thoughts for DALLE-3 like auto self improvement☆17Nov 11, 2024Updated last year
- The official GitHub page for ''What Makes for Good Visual Instructions? Synthesizing Complex Visual Reasoning Instructions for Visual Ins…☆19Nov 10, 2023Updated 2 years ago
- MM-EUREKA: Exploring the Frontiers of Multimodal Reasoning with Rule-based Reinforcement Learning☆772Sep 7, 2025Updated 7 months ago
- LinVT: Empower Your Image-level Large Language Model to Understand Videos☆84Dec 30, 2024Updated last year
- PyTorch code for "Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training"☆39Mar 4, 2024Updated 2 years ago