[ICLR 2025] This is the official repository of our paper "MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine“

This is the repo for the paper "OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use".

[CVPR 2025] The official code for "Olympus: A Universal Task Router for Computer Vision Tasks"

Awesome Reasoning in MLLMs: Papers and Projects about learning to reason with MLLMs, including Chain-of-Thought (CoT), OpenAl o1, and DeepSeek-R1

[CVPR2025] SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories

A Simple Baseline Achieving Over 90% Success Rate Against the Strong Black-box Models of GPT-4.5/4o/o1. Paper at: https://arxiv.org/abs/2503.10635

WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs

Robust-LLaVA: On the Effectiveness of Large-Scale Robust Image Encoders for Multi-modal Large Language Models

EventGPT: Event Stream Understanding with Multimodal Large Language Models

【CVPR2025】IDEA: Inverted Text with Cooperative Deformable Aggregation for Multi-modal Object Re-Identification

Global Compression Commander: Plug-and-Play Inference Acceleration for High-Resolution Large Vision-Language Models

🎉 The code repository for "Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning" in PyTorch.

The official GitHub page for the survey paper "A Survey on Multimodal Retrieval-Augmented Generation".

Este repositório contém o código do trabalho desenvolvido para a disciplina de Visão Computacional (INE410121) da UFSC.

Multimodal Multi-agent Organization and Benchmarking