{"total":15,"rows":[{"id":"2508.00265","title":"Multimodal Referring Segmentation: A Survey","created":"2025-08-01","cited_by_count":22,"area":null},{"id":"2505.18816","title":"Reasoning Segmentation for Images and Videos: A Survey","created":"2025-05-24","cited_by_count":12,"area":null},{"id":"2508.04107","title":"Unlocking the Potential of MLLMs in Referring Expression Segmentation via a Light-weight Mask Decoder","created":"2025-08-06","cited_by_count":8,"area":null},{"id":"2601.07290","title":"VideoLoom: A Video Large Language Model for Joint Spatial-Temporal Understanding","created":"2026-01-12","cited_by_count":5,"area":null},{"id":"2506.13552","title":"A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects","created":"2025-06-16","cited_by_count":2,"area":null},{"id":"2509.07825","title":"Point Linguist Model: Segment Any Object via Bridged Large 3D-Language Model","created":"2025-09-09","cited_by_count":2,"area":null},{"id":"2605.20110","title":"SetCon: Towards Open-Ended Referring Segmentation via Set-Level Concept Prediction","created":"2026-05-19","cited_by_count":2,"area":null},{"id":"2601.09699","title":"SAM3-DMS: Decoupled Memory Selection for Multi-target Video Segmentation of SAM3","created":"2026-01-14","cited_by_count":1,"area":null},{"id":"2508.11955","title":"Temporal Grounding as a Learning Signal for Referring Video Object Segmentation","created":"2025-08-16","cited_by_count":0,"area":null},{"id":"2603.12606","title":"Mastering Negation: Boosting Grounding Models via Grouped Opposition-Based Learning","created":"2026-03-13","cited_by_count":0,"area":null},{"id":"2603.14300","title":"Show Me When and Where: Towards Referring Video Object Segmentation in the Wild","created":"2026-03-15","cited_by_count":0,"area":null},{"id":"2604.11411","title":"Online Reasoning Video Object Segmentation","created":"2026-04-13","cited_by_count":0,"area":null},{"id":"2606.06819","title":"VideoSEG-O3: A Multi-turn Reinforcement Learning Framework for Reasoning Video Object Segmentation","created":"2026-06-05","cited_by_count":0,"area":null},{"id":"2606.26994","title":"Event-Aware Instructed Assistant for Referring Video Segmentation","created":"2026-06-25","cited_by_count":0,"area":null},{"id":"2609.21402","title":"SIRA: Reasoning-Aware Surgical Instrument Segmentation via Query-Anchored Alignment","created":"2026-09-18","cited_by_count":0,"area":null}],"next_cursor":null}