🔮 UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning (NeurIPS 2025)
☆251Jan 4, 2026Updated 7 months ago
Alternatives and similar repositories for UniPixel
Users that are interested in UniPixel are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICCV 2025] Official implementation of "InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models"☆56Feb 10, 2025Updated last year
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"☆639Jan 17, 2026Updated 7 months ago
- [AAAI 2026 Oral] LENS: Learning to Segment Anything with Unified Reinforced Reasoning☆143Dec 3, 2025Updated 8 months ago
- [ICCV 2025] Object-centric Video Question Answering with Visual Grounding and Referring☆24Aug 8, 2025Updated last year
- [ICLR 2026] VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learning☆352Feb 9, 2026Updated 6 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICLR 2026] Official implementation of "Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs"☆165Aug 3, 2026Updated 3 weeks ago
- [ICLR 2026] Official implementation of "Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation"☆36Jan 26, 2026Updated 7 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 3 weeks ago
- Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Data☆19Jun 2, 2026Updated 2 months ago
- [CVPR2026] Detect Anything via Next Point Prediction☆1,563Feb 22, 2026Updated 6 months ago
- Qwen-SAM is a reasoning-based segmentation model that integrates Qwen 2.5 VL 7B with the Segment Anything Model (SAM), enabling fine-grai…☆32Jun 4, 2025Updated last year
- Rui Qian, Xin Yin, Chuanhang Deng, et al.: UGround: Towards Unified Visual Grounding with Unrolled Transformers (ICML 2026)☆29Jun 18, 2026Updated 2 months ago
- [AAAI2026] X-SAM: From Segment Anything to Any Segmentation☆391Jul 14, 2026Updated last month
- [ECCV2024] This is an official implementation for "PSALM: Pixelwise SegmentAtion with Large Multi-Modal Model"☆272Dec 30, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [NeurIPS2025 Spotlight 🔥 ] Official implementation of 🛸 "UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Langu…☆283Nov 5, 2025Updated 9 months ago
- A curated list of publications on image and video segmentation leveraging Multimodal Large Language Models (MLLMs), highlighting state-of…☆233Updated this week
- Rui Qian, Xin Yin, Dejing Dou†: Reasoning to Attend: Try to Understand How <SEG> Token Works (CVPR 2025)☆55Feb 4, 2026Updated 6 months ago
- Code release for "SegLLM: Multi-round Reasoning Segmentation"☆129Feb 20, 2025Updated last year
- [ICLR 2026 Oral (top 1.2%)] Official implementation of DepthLM☆368Jun 1, 2026Updated 2 months ago
- [ICLR 2026] Official implementation for CoT-RVS☆28Mar 17, 2026Updated 5 months ago
- [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Model☆215Aug 5, 2024Updated 2 years ago
- OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual Reasoning☆29May 24, 2025Updated last year
- [CVPR 2025] LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understanding☆84Jul 4, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICCV 2025] LIRA☆22Nov 25, 2025Updated 9 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 repository of the paper "Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation"☆135Oct 23, 2025Updated 10 months ago
- [ICLR2025] Text4Seg: Reimagining Image Segmentation as Text Generation☆176Nov 8, 2025Updated 9 months ago
- Paper list for LLM/MLLM-based image segmentation☆48Dec 24, 2025Updated 8 months ago
- [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
- [IJCV 2026] Multimodal Referring Segmentation☆257Jun 30, 2026Updated 2 months ago
- [CVPR2025] SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories☆110Aug 8, 2025Updated last year
- Official Code for the paper "UniversalVTG: A Univeral and Lightweight Foundation Model for Video Temporal Grounding"☆17Apr 15, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model☆98Jul 17, 2025Updated last year
- InstructSAM: A Training-Free Framework for Instruction-Oriented Remote Sensing Object Recognition (NeurIPS 2025)☆117Jul 30, 2026Updated last month
- Official Code for "Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search"☆425Jan 29, 2026Updated 7 months ago
- [ACM MM 25] Official repo of "RemoteSAM: Towards Segment Anything for Earth Observation"☆246Jan 4, 2026Updated 7 months ago
- [NeurIPS-W 2025] Official Implementation of "Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning"☆73Jul 1, 2025Updated last year
- ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation☆30May 27, 2025Updated last year
- 🧠 VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning (ICLR 2026)☆354Feb 8, 2026Updated 6 months ago