[ACM MM 2026] Official resources of "Multi-Branch Policy Optimization for Multimodal Large Language Models".

Resources and paper list for "Thinking with Images for LVLMs". This repository accompanies our survey on how LVLMs can leverage visual information for complex reasoning, planning, and generation.

⭐️ A cross-platform CLI All-in-One assistant tool for Claude Code, Codex & Gemini CLI.

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io

[CVPR 2026 Highlight] DocSeeker: Structured Visual Reasoning with Evidence Grounding for Long Document Understanding

ARIS ⚔️ (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in — works…

Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

[NeurIPS 2025] First SFT, Second RL, Third UPT: Continual Improving Multi-Modal LLM Reasoning via Unsupervised Post-Training

Tongyi Deep Research, the Leading Open-source Deep Research Agent

The paper list of the 86-page SCIS cover paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

Deep Research

UI-Venus is a native UI agent designed to perform precise GUI element grounding and effective navigation using only screenshots as input.

[ICLR2026] This is the first paper to explore how to effectively use R1-like RL for MLLMs and introduce Vision-R1, a reasoning MLLM that leverages cold-start initialization and RL training to incen…

This repository provides valuable reference for researchers in the field of multimodality, please start your exploratory travel in RL-based Reasoning MLLMs!

[AAAI 2026] GUI-G²: Gaussian Reward Modeling for GUI Grounding

A library for advanced large language model reasoning

EasyR1: An Efficient, Scalable, Multi-Modality RL Training Framework based on veRL

Trustworthy Visual-Textual Retrieval (TIP 2025 Pytorch Code)

[CVPR 2024 Highlight] Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

[CVPR 2024 Highlight] OPERA: Alleviating Hallucination in Multi-Modal Large Language Models via Over-Trust Penalty and Retrospection-Allocation

[CVPR 2025] Devils in Middle Layers of Large Vision-Language Models: Interpreting, Detecting and Mitigating Object Hallucinations via Attention Lens

[ICML 2025] Visual Attention Never Fades: Selective Progressive Attention ReCalibration for Detailed Image Captioning in Multimodal Large Language Models

📖 A curated list of resources dedicated to hallucination of multimodal large language models (MLLM).

😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond

The code will come soon.

GEA: Generation-Enhanced Alignment for Text-to-Image Person Retrieval

Qwen3 is the large language model series developed by Qwen team, Alibaba Cloud.