๐ฎ UniPixel: Unified Object Referring and Segmentation for Pixel-Level Visual Reasoning (NeurIPS 2025)
โ247Jan 4, 2026Updated 6 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:
- [AAAI 2026 Oral] LENS: Learning to Segment Anything with Unified Reinforced Reasoningโ136Dec 3, 2025Updated 7 months ago
- [ICCV 2025] Object-centric Video Question Answering with Visual Grounding and Referringโ24Aug 8, 2025Updated 11 months ago
- [ICLR 2026] VisionReasoner: Unified Reasoning-Integrated Visual Perception via Reinforcement Learningโ348Feb 9, 2026Updated 5 months ago
- [ICLR 2026] Official implementation of "Patch-as-Decodable-Token: Towards Unified Multi-Modal Vision Tasks in MLLMs"โ161Oct 31, 2025Updated 8 months ago
- [ICLR 2026] Official implementation of "Decomposed Attention Fusion in MLLMs for Training-Free Video Reasoning Segmentation"โ35Jan 26, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer โข AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Strefer: Empowering Video LLMs with Space-Time Referring and Reasoning via Synthetic Instruction Dataโ19Jun 2, 2026Updated last month
- Project Page For "Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement"โ635Jan 17, 2026Updated 6 months ago
- [CVPR2026] Detect Anything via Next Point Predictionโ1,507Feb 22, 2026Updated 4 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-graiโฆโ32Jun 4, 2025Updated last year
- Rui Qian, Xin Yin, Chuanhang Deng, et al.: UGround: Towards Unified Visual Grounding with Unrolled Transformers (ICML 2026)โ29Jun 18, 2026Updated last month
- [AAAI2026] X-SAM: From Segment Anything to Any Segmentationโ382Jul 14, 2026Updated last week
- Official Repo For Pixel-LLM Codebase: Sa2VA (Arxiv-25), SAMTok (CVPR-26), VRT, SaSaSa2VA (1-st solution for LSVOS)โ1,650Jun 19, 2026Updated last month
- [ECCV2024] This is an official implementation for "PSALM: Pixelwise SegmentAtion with Large Multi-Modal Model"โ269Dec 30, 2024Updated last year
- A curated list of publications on image and video segmentation leveraging Multimodal Large Language Models (MLLMs), highlighting state-ofโฆโ229Jun 28, 2026Updated 3 weeks ago
- Wordpress hosting with auto-scaling - Free Trial Offer โข AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [ICLR 2026 Oral (top 1.2%)] Official implementation of DepthLMโ362Jun 1, 2026Updated last month
- [ICLR 2026] Official implementation for CoT-RVSโ23Mar 17, 2026Updated 4 months ago
- [ECCV24] VISA: Reasoning Video Object Segmentation via Large Language Modelโ213Aug 5, 2024Updated last year
- [CVPR 2025] LLaVA-ST: A Multimodal Large Language Model for Fine-Grained Spatial-Temporal Understandingโ84Jul 4, 2025Updated last year
- OpenSeg-R: Improving Open-Vocabulary Segmentation via Step-by-Step Visual Reasoningโ29May 24, 2025Updated last year
- [ICCV 2025] LIRAโ22Nov 25, 2025Updated 7 months ago
- [CVPR 2025] Official PyTorch Implementation of GLUS: Global-Local Reasoning Unified into A Single Large Language Model for Video Segmentaโฆโ70Jun 23, 2025Updated last year
- [ICLR 2025] Official Pytorch Implementation of MMR: A Large-scale Benchmark Dataset for Multi-target and Multi-granularity Reasoning Segmโฆโ28Apr 3, 2025Updated last year
- [CVPR 2025] Official repository of the paper "Mask-Adapter: The Devil is in the Masks for Open-Vocabulary Segmentation"โ135Oct 23, 2025Updated 8 months ago
- Wordpress hosting with auto-scaling - Free Trial Offer โข AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Paper list for LLM/MLLM-based image segmentationโ48Dec 24, 2025Updated 6 months ago
- [IJCV 2026] Multimodal Referring Segmentationโ253Jun 30, 2026Updated 3 weeks ago
- [CVPR2025] SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectoriesโ106Aug 8, 2025Updated 11 months ago
- Official Code for the paper "UniversalVTG: A Univeral and Lightweight Foundation Model for Video Temporal Grounding"โ15Apr 15, 2026Updated 3 months ago
- HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Modelโ97Jul 17, 2025Updated last year
- InstructSAM: A Training-Free Framework for Instruction-Oriented Remote Sensing Object Recognition (NeurIPS 2025)โ114Feb 28, 2026Updated 4 months ago
- Official Code for "Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search"โ422Jan 29, 2026Updated 5 months ago
- [ACM MM 25] Official repo of "RemoteSAM: Towards Segment Anything for Earth Observation"โ243Jan 4, 2026Updated 6 months ago
- [ICCV 2025] Official implementation of "InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models"โ56Feb 10, 2025Updated last year
- Managed Database hosting by DigitalOcean โข AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [NeurIPS-W 2025] Official Implementation of "Seg-R1: Segmentation Can Be Surprisingly Simple with Reinforcement Learning"โ72Jul 1, 2025Updated last year
- ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generationโ30May 27, 2025Updated last year
- ๐ง VideoMind: A Chain-of-LoRA Agent for Temporal-Grounded Video Reasoning (ICLR 2026)โ346Feb 8, 2026Updated 5 months ago
- Official code and resources for SAM3-I.โ175Apr 14, 2026Updated 3 months ago
- โ23Aug 20, 2024Updated last year
- Project Page for ICLR'26: CoPRS, offering training overview, inference code, and downloadable links.โ22Mar 17, 2026Updated 4 months ago
- Official codebase for the paper Latent Visual Reasoningโ169Oct 22, 2025Updated 8 months ago