[NeurIPS2025 Spotlight 🔥 ] Official implementation of 🛸 "UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface"
☆284Nov 5, 2025Updated 10 months ago
Alternatives and similar repositories for UFO
Users that are interested in UFO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆639Jan 17, 2026Updated 7 months ago
- code for the paper "CoReS: Orchestrating the Dance of Reasoning and Segmentation"☆23Nov 24, 2025Updated 9 months ago
- HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model☆97Jul 17, 2025Updated last year
- [ICLR 2026] VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning☆352Feb 9, 2026Updated 6 months ago
- Official Repo For Pixel-LLM Codebase: Sa2VA (T-PAMI-26), SAMTok (CVPR-26), VRT (Arxiv-25), SaSaSa2VA (1-st solution for LSVOS)☆1,666Aug 4, 2026Updated last month
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [CVPR2025] Project for "HyperSeg: Towards Universal Visual Segmentation with Large Language Model".☆184Dec 13, 2024Updated last year
- ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation☆29May 27, 2025Updated last year
- [ECCV2024 Oral🔥] Official Implementation of "GiT: Towards Generalist Vision Transformer through Universal Language Interface"☆364Jan 14, 2025Updated last year
- [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation☆176Nov 8, 2025Updated 10 months ago
- MLLMSeg: Unlocking the Potential of MLLMs in Referring Expression Segmentation via a Light-weight Mask Decoder☆57Jun 12, 2026Updated 2 months ago
- ☆12Nov 26, 2024Updated last year
- 🔮 UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning (NeurIPS 2025)☆252Jan 4, 2026Updated 8 months ago
- Boosting 3D Object Detection via Object-Focused Image Fusion☆59Sep 11, 2022Updated 3 years ago
- A curated list of publications on image and video segmentation leveraging Multimodal Large Language Models (MLLMs), highlighting state-of…☆234Aug 29, 2026Updated last week
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code release for "SegLLM: Multi-round Reasoning Segmentation"☆129Feb 20, 2025Updated last year
- [ECCV2024] This is an official implementation for "PSALM: Pixelwise SegmentAtion with Large Multi-Modal Model"☆272Dec 30, 2024Updated last year
- Official code for DeepSound-V1☆12May 14, 2025Updated last year
- [CVPR 2025] Official Pytorch Code for Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation☆50Mar 27, 2025Updated last year
- [ICLR 2025] Official Pytorch Implementation of MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segm…☆28Apr 3, 2025Updated last year
- [ICCV 2025] Official implementation of "InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models"☆56Feb 10, 2025Updated last year
- [NeurIPS 2025] Official code implementation of Perception R1: Pioneering Perception Policy with Reinforcement Learning☆290Jul 15, 2025Updated last year
- ☆45Jul 9, 2025Updated last year
- [ICLR 2026 🔥 ] Official implementation of "UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing"☆152Jan 26, 2026Updated 7 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’☆2,276Oct 29, 2025Updated 10 months ago
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆56Jun 1, 2026Updated 3 months ago
- [CVPR2026] Detect Anything via Next Point Prediction☆1,574Feb 22, 2026Updated 6 months ago
- Rui Qian, Xin Yin, Dejing Dou†: Reasoning to Attend: Try to Understand How <SEG> Token Works (CVPR 2025)☆55Feb 4, 2026Updated 7 months ago
- ☆22Jan 9, 2026Updated 7 months ago
- ☆22Jun 15, 2023Updated 3 years ago
- [CVPR 2024] PixelLM is an effective and efficient LMM for pixel-level reasoning and understanding.☆274Feb 11, 2025Updated last year
- [ECCV 2024] The official code of paper "Open-Vocabulary SAM".☆1,033Aug 4, 2025Updated last year
- Code for ChatRex: Taming Multimodal LLM for Joint Perception and Understanding☆216Oct 15, 2025Updated 10 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [ECCV 2024] SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation☆52Mar 20, 2025Updated last year
- Project Page for "LISA: Reasoning Segmentation via Large Language Model"☆2,674Feb 16, 2025Updated last year
- [ICCV 2025] GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding☆77Jun 26, 2025Updated last year
- Solve Visual Understanding with Reinforced VLMs☆6,019Jul 7, 2026Updated 2 months ago
- [CVPR 2025] Official PyTorch Implementation of GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmenta…☆70Jun 23, 2025Updated last year
- [CVPR 2024 🔥] Grounding Large Multimodal Model (GLaMM), the first-of-its-kind model capable of generating natural language responses tha…☆967Updated this week
- [ICCV 2025] MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation☆23Sep 5, 2025Updated last year