{"total":31,"rows":[{"id":"2406.19389","title":"OMG-LLaVA: Bridging Image-level, Object-level, Pixel-level Reasoning and Understanding","created":"2024-06-27","cited_by_count":127,"area":"lr"},{"id":"2507.13348","title":"VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning","created":"2025-07-17","cited_by_count":43,"area":"lr"},{"id":"2504.09644","title":"SegEarth-R1: Geospatial Pixel Reasoning via Large Language Model","created":"2025-04-13","cited_by_count":42,"area":"lr"},{"id":"2501.08549","title":"The Devil is in Temporal Token: High Quality Video Reasoning Segmentation","created":"2025-01-15","cited_by_count":26,"area":"lr"},{"id":"2407.14500","title":"ViLLa: Video Reasoning Segmentation with Large Language Model","created":"2024-07-18","cited_by_count":24,"area":"lr"},{"id":"2412.15209","title":"PRIMA: Multi-Image Vision-Language Models for Reasoning Segmentation","created":"2024-12-19","cited_by_count":13,"area":"lr"},{"id":"2512.14157","title":"Ophiuchus: Incentivizing Tool-augmented \"Think with Images\" for Joint Medical Segmentation, Understanding and Reasoning","created":"2025-12-16","cited_by_count":10,"area":"lr"},{"id":"2601.03054","title":"IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation","created":"2026-01-06","cited_by_count":10,"area":"lr"},{"id":"2503.21054","title":"Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins","created":"2025-03-26","cited_by_count":9,"area":"lr"},{"id":"2602.14147","title":"LaViDa-R1: Advancing Reasoning for Unified Multimodal Diffusion Language Models","created":"2026-02-15","cited_by_count":7,"area":"lr"},{"id":"2506.23120","title":"Enhancing Spatial Reasoning in Multimodal Large Language Models through Reasoning-based Segmentation","created":"2025-06-29","cited_by_count":6,"area":"lr"},{"id":"2512.19302","title":"Bridging Semantics and Geometry: A Decoupled LVLM-SAM Framework for Reasoning Segmentation in Optical Remote Sensing","created":"2025-12-22","cited_by_count":6,"area":"lr"},{"id":"2603.17680","title":"WeatherReasonSeg: A Benchmark for Weather-Aware Reasoning Segmentation in Visual Language Models","created":"2026-03-18","cited_by_count":5,"area":"lr"},{"id":"2508.17102","title":"GRASP: Geospatial pixel Reasoning viA Structured Policy learning","created":"2025-08-23","cited_by_count":4,"area":"lr"},{"id":"2510.21311","title":"FineRS: Fine-grained Reasoning and Segmentation of Small Objects with Reinforcement Learning","created":"2025-10-24","cited_by_count":4,"area":"lr"},{"id":"2603.12372","title":"Efficient Reasoning with Balanced Thinking","created":"2026-03-12","cited_by_count":4,"area":"lr"},{"id":"2603.00152","title":"Dr. Seg: Revisiting GRPO Training for Visual Large Language Models through Perception-Oriented Design","created":"2026-02-25","cited_by_count":3,"area":"lr"},{"id":"2606.09303","title":"Reason Twice: Segmentation via Candidate Discovery and Comparative Reasoning","created":"2026-06-08","cited_by_count":2,"area":"lr"},{"id":"2510.24446","title":"SPARTA: Evaluating Reasoning Segmentation Robustness through Black-Box Adversarial Paraphrasing in Text Autoencoder Latent Space","created":"2025-10-28","cited_by_count":1,"area":"lr"},{"id":"2602.03547","title":"AffordanceGrasp-R1:Leveraging Reasoning-Based Affordance Segmentation with Reinforcement Learning for Robotic Grasping","created":"2026-02-03","cited_by_count":1,"area":"lr"},{"id":"2602.21706","title":"SurGo-R1: Benchmarking and Modeling Contextual Reasoning for Operative Zone in Surgical Video","created":"2026-02-25","cited_by_count":1,"area":"lr"},{"id":"2506.01795","title":"R2SM: Referring and Reasoning for Selective Masks","created":"2025-06-02","cited_by_count":0,"area":"lr"},{"id":"2511.06651","title":"NOVO: Bridging LLaVA and SAM with Visual-only Prompts for Reasoning Segmentation","created":"2025-11-10","cited_by_count":0,"area":"lr"},{"id":"2511.12368","title":"Fast Reasoning Segmentation for Images and Videos","created":"2025-11-15","cited_by_count":0,"area":"lr"},{"id":"2603.21488","title":"Learning Trajectory-Aware Multimodal Large Language Models for Video Reasoning Segmentation","created":"2026-03-23","cited_by_count":0,"area":"lr"},{"id":"2606.07108","title":"DyCon: Dynamic Reasoning Control via Evolving Difficulty Modeling","created":"2026-06-05","cited_by_count":0,"area":"lr"},{"id":"2606.28724","title":"CCRC: A Change-Aware Captioning and Reasoning Chain for Image Change Captioning and Segmentation","created":"2026-06-27","cited_by_count":0,"area":"lr"},{"id":"2607.15374","title":"Reasoning-Guided Part-Level Visual Grounding via Reinforcement Learning","created":"2026-07-16","cited_by_count":0,"area":"lr"},{"id":"2608.09818","title":"MedPixel: A Unified Pixel-Language Model for Medical Reasoning and Segmentation","created":"2026-08-10","cited_by_count":0,"area":"lr"},{"id":"2609.08867","title":"SeGDeP: Semantic- and Geometric-Aware Decoupled Prompts for Reasoning Segmentation","created":"2026-09-08","cited_by_count":0,"area":"lr"},{"id":"2609.15334","title":"Concept-Grounded Reasoning with Prompt-Driven Localization for Interpretable Structured Report Generation","created":"2026-09-14","cited_by_count":0,"area":"lr"}],"next_cursor":null}