[NeurIPS2025 Spotlight 🔥 ] Official implementation of 🛸 "UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface"
☆286Nov 5, 2025Updated 11 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"☆644Jan 17, 2026Updated 9 months ago
- [ECCV2024 Oral🔥] Official Implementation of "GiT: Towards Generalist Vision Transformer through Universal Language Interface"☆365Jan 14, 2025Updated last year
- code for the paper "CoReS: Orchestrating the Dance of Reasoning and Segmentation"☆23Nov 24, 2025Updated 11 months ago
- HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model☆97Jul 17, 2025Updated last year
- Official Repo For Pixel-LLM Codebase: Sa2VA (T-PAMI-26), SAMTok (CVPR-26), VRT (Arxiv-25), SaSaSa2VA (1-st solution for LSVOS)☆1,690Sep 8, 2026Updated last month
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- [ICLR 2026] VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning☆354Feb 9, 2026Updated 8 months ago
- [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation☆177Nov 8, 2025Updated 11 months ago
- ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation☆29May 27, 2025Updated last year
- [CVPR2025] Project for "HyperSeg: Towards Universal Visual Segmentation with Large Language Model".☆184Dec 13, 2024Updated last year
- [ECCV2024] This is an official implementation for "PSALM: Pixelwise SegmentAtion with Large Multi-Modal Model"☆274Dec 30, 2024Updated last year
- A curated list of publications on image and video segmentation leveraging Multimodal Large Language Models (MLLMs), highlighting state-of…☆241Oct 8, 2026Updated 2 weeks ago
- 🔮 UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning (NeurIPS 2025)☆258Jan 4, 2026Updated 9 months ago
- MLLMSeg: Unlocking the Potential of MLLMs in Referring Expression Segmentation via a Light-weight Mask Decoder☆57Updated this week
- ☆19Mar 20, 2026Updated 7 months ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Boosting 3D Object Detection via Object-Focused Image Fusion☆59Sep 11, 2022Updated 4 years ago
- [CVPR 2024] PixelLM is an effective and efficient LMM for pixel-level reasoning and understanding.☆276Feb 11, 2025Updated last year
- Official code for DeepSound-V1☆12May 14, 2025Updated last year
- Code release for "SegLLM: Multi-round Reasoning Segmentation"☆129Feb 20, 2025Updated last year
- Rui Qian, Xin Yin, Dejing Dou†: Reasoning to Attend: Try to Understand How <SEG> Token Works (CVPR 2025)☆55Feb 4, 2026Updated 8 months ago
- Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic Reinforcement Fine-Tuning'’☆2,281Oct 29, 2025Updated 11 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 2025] Official Pytorch Code for Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation☆50Mar 27, 2025Updated last year
- Project Page for "LISA: Reasoning Segmentation via Large Language Model"☆2,690Feb 16, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR 2026 🔥 ] Official implementation of "UniLiP: Adapting CLIP for Unified Multimodal Understanding, Generation and Editing"☆154Jan 26, 2026Updated 8 months ago
- [ICCV 2025] Implementation for Describe Anything: Detailed Localized Image and Video Captioning☆1,520Jun 26, 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
- [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model☆215Aug 5, 2024Updated 2 years ago
- [ECCV 2024] The official code of paper "Open-Vocabulary SAM".☆1,034Sep 8, 2026Updated last month
- [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
- [AAAI 2026 Oral] LENS: Learning to Segment Anything with Unified Reinforced Reasoning☆144Dec 3, 2025Updated 10 months ago
- KARL: Knowledge-Aware Reasoning and Reinforcement Learning for Knowledge-Intensive Visual Grounding☆71Apr 5, 2026Updated 6 months ago
- 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.
- [ICLR 2026] Official implementation of "Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs"☆166Aug 3, 2026Updated 2 months ago
- ☆22Jan 9, 2026Updated 9 months ago
- [ICCV 2025] GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding☆77Jun 26, 2025Updated last year
- Code for ChatRex: Taming Multimodal LLM for Joint Perception and Understanding☆216Oct 15, 2025Updated last year
- [ACL'25 Main] Official Implementation of HiDe-LLaVA: Hierarchical Decoupling for Continual Instruction Tuning of Multimodal Large Languag…☆56Jun 1, 2026Updated 4 months ago
- [CVPR2026] Detect Anything via Next Point Prediction☆1,622Feb 22, 2026Updated 8 months ago
- Solve Visual Understanding with Reinforced VLMs☆6,042Jul 7, 2026Updated 3 months ago