vision-language-models

Curated visual catalog of 155+ vision-language model (VLM/MLLM) architectures: papers, diagrams, training recipes, datasets, and a release timeline for multimodal AI agents.

[NeurIPS' 2025] JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent

[NeurIPS 2025] 4KAgent: Agentic Any Image to 4K Super-Resolution. An intelligent computer vision agent that can magically restore any image to perfect-4K!

A paper list for spatial reasoning

An open-weight 11B model series for long-form and real-time video understanding

A most Frontend Collection and survey of vision-language model papers, and models GitHub repository. Continuous updates.

[ICLR 2026] ReCogDrive: A Reinforced Cognitive Framework for End-to-End Autonomous Driving

ParseBench - A Document Parsing Benchmark for AI Agents

World model reinforcement learning for multi-turn VLM agents. RL for vision framework (NeurIPS 2025).

🌐 Vision-Language-Action Models for Autonomous Driving: Past, Present, and Future

Code as World: Agentic Discovery of Executable World Representations for Physical Reasoning

EVE Series: Encoder-Free Vision-Language Models from BAAI

up-to-date curated list of state-of-the-art Large vision language models hallucinations research work, papers & resources

Official Repository for PosterGen - CVPR Findings 2026

[ICCV 2025] Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data, and Metric Perspectives

A curated list of papers & resources on anomaly detection foundation models using large language model, vision-language model, graph foundation model, time series foundation model, etc

Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders [Technical Report]

Video Content Customization Using First Frame

Official Implementation for "MyVLM: Personalizing VLMs for User-Specific Queries" (ECCV 2024)

Reinforcement Learning of Vision Language Models with Self Visual Perception Reward