{"total":80,"rows":[{"id":"2404.08506","title":"LaSagnA: Language-based Segmentation Assistant for Complex Queries","created":"2024-04-12","cited_by_count":55,"area":null},{"id":"2412.20206","title":"Toward Visual Grounding: A Survey","created":"2024-12-28","cited_by_count":52,"area":null},{"id":"2412.06590","title":"Bridging the Divide: Reconsidering Softmax and Linear Attention","created":"2024-12-09","cited_by_count":48,"area":null},{"id":"2502.18364","title":"ART: Anonymous Region Transformer for Variable Multi-Layer Transparent Image Generation","created":"2025-02-25","cited_by_count":37,"area":null},{"id":"2503.08625","title":"SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories","created":"2025-03-11","cited_by_count":30,"area":null},{"id":"2503.01342","title":"UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface","created":"2025-03-03","cited_by_count":27,"area":null},{"id":"2508.00265","title":"Multimodal Referring Segmentation: A Survey","created":"2025-08-01","cited_by_count":22,"area":null},{"id":"2512.01643","title":"ViT$^3$: Unlocking Test-Time Training in Vision","created":"2025-12-01","cited_by_count":18,"area":null},{"id":"2506.01558","title":"SAM2-LOVE: Segment Anything Model 2 in Language-aided Audio-Visual Scenes","created":"2025-06-02","cited_by_count":17,"area":null},{"id":"2510.03853","title":"UGround: Towards Unified Visual Grounding with Unrolled Transformers","created":"2025-10-04","cited_by_count":14,"area":null},{"id":"2402.02555","title":"High-Quality Entity Segmentation and Grounding","created":"2024-02-04","cited_by_count":13,"area":null},{"id":"2407.07412","title":"Pseudo-RIS: Distinctive Pseudo-supervision Generation for Referring Image Segmentation","created":"2024-07-10","cited_by_count":13,"area":null},{"id":"2507.01738","title":"DeRIS: Decoupling Perception and Cognition for Enhanced Referring Image Segmentation through Loopback Synergy","created":"2025-07-02","cited_by_count":13,"area":null},{"id":"2507.20025","title":"Region-based Cluster Discrimination for Visual Representation Learning","created":"2025-07-26","cited_by_count":13,"area":null},{"id":"2503.10596","title":"GroundingSuite: Measuring Complex Multi-Granular Pixel Grounding","created":"2025-03-13","cited_by_count":11,"area":null},{"id":"2503.14162","title":"EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models","created":"2025-03-18","cited_by_count":11,"area":null},{"id":"2405.15658","title":"CoHD: A Counting-Aware Hierarchical Decoding Framework for Generalized Referring Expression Segmentation","created":"2024-05-24","cited_by_count":10,"area":null},{"id":"2410.01544","title":"Boosting Weakly-Supervised Referring Image Segmentation via Progressive Comprehension","created":"2024-10-02","cited_by_count":10,"area":null},{"id":"2506.23088","title":"Where, What, Why: Towards Explainable Driver Attention Prediction","created":"2025-06-29","cited_by_count":10,"area":null},{"id":"2509.04833","title":"PropVG: End-to-End Proposal-Driven Visual Grounding with Multi-Granularity Discrimination","created":"2025-09-05","cited_by_count":10,"area":null},{"id":"2512.20013","title":"SegEarth-R2: Towards Comprehensive Language-guided Segmentation for Remote Sensing Images","created":"2025-12-23","cited_by_count":10,"area":null},{"id":"2405.15169","title":"Bring Adaptive Binding Prototypes to Generalized Referring Expression Segmentation","created":"2024-05-24","cited_by_count":8,"area":null},{"id":"2509.13747","title":"Improving Generalized Visual Grounding with Instance-aware Joint Learning","created":"2025-09-17","cited_by_count":8,"area":null},{"id":"2508.05123","title":"Latent Expression Generation for Referring Image Segmentation and Grounding","created":"2025-08-07","cited_by_count":6,"area":null},{"id":"2510.13796","title":"The Mechanistic Emergence of Symbol Grounding in Language Models","created":"2025-10-15","cited_by_count":6,"area":null},{"id":"2601.05244","title":"GREx: Generalized Referring Expression Segmentation, Comprehension, and Generation","created":"2026-01-08","cited_by_count":6,"area":null},{"id":"2605.26102","title":"InstructSAM: Segment Any Instance with Any Instructions","created":"2026-05-25","cited_by_count":6,"area":null},{"id":"2504.01472","title":"ANNEXE: Unified Analyzing, Answering, and Pixel Grounding for Egocentric Interaction","created":"2025-04-02","cited_by_count":5,"area":null},{"id":"2504.01954","title":"Towards Unified Referring Expression Segmentation Across Omni-Level Visual Target Granularities","created":"2025-04-02","cited_by_count":5,"area":null},{"id":"2506.05342","title":"Refer to Any Segmentation Mask Group With Vision-Language Prompts","created":"2025-06-05","cited_by_count":5,"area":null},{"id":"2510.20803","title":"ARGenSeg: Image Segmentation with Autoregressive Image Generation Model","created":"2025-10-23","cited_by_count":5,"area":null},{"id":"2511.15186","title":"Instruction-Guided Lesion Segmentation for Chest X-rays with Automatically Generated Large-Scale Dataset","created":"2025-11-19","cited_by_count":5,"area":null},{"id":"2605.07141","title":"Qwen3-VL-Seg: Unlocking Open-World Referring Segmentation with Vision-Language Grounding","created":"2026-05-08","cited_by_count":5,"area":null},{"id":"2505.02867","title":"RESAnything: Attribute Prompting for Arbitrary Referring Segmentation","created":"2025-05-03","cited_by_count":4,"area":null},{"id":"2505.13788","title":"Ground-V: Teaching VLMs to Ground Complex Instructions in Pixels","created":"2025-05-20","cited_by_count":4,"area":null},{"id":"2505.17994","title":"Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation","created":"2025-05-23","cited_by_count":4,"area":null},{"id":"2505.19422","title":"LlamaSeg: Image Segmentation via Autoregressive Mask Generation","created":"2025-05-26","cited_by_count":4,"area":null},{"id":"2511.00833","title":"Linear Differential Vision Transformer: Learning Visual Contrasts via Pairwise Differentials","created":"2025-11-02","cited_by_count":4,"area":null},{"id":"2512.24702","title":"Evolving, Not Training: Zero-Shot Reasoning Segmentation via Evolutionary Prompting","created":"2025-12-31","cited_by_count":4,"area":null},{"id":"2503.03492","title":"Find First, Track Next: Decoupling Identification and Propagation in Referring Video Object Segmentation","created":"2025-03-05","cited_by_count":3,"area":null},{"id":"2507.16213","title":"Advancing Visual Large Language Model for Multi-granular Versatile Perception","created":"2025-07-22","cited_by_count":3,"area":null},{"id":"2603.23906","title":"GenMask: Adapting DiT for Segmentation via Direct Mask Generation","created":"2026-03-25","cited_by_count":3,"area":null},{"id":"2408.15521","title":"A Simple Baseline with Single-encoder for Referring Image Segmentation","created":"2024-08-28","cited_by_count":2,"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":"2512.06862","title":"Omni-Referring Image Segmentation","created":"2025-12-07","cited_by_count":2,"area":null},{"id":"2603.18086","title":"SSP-SAM: SAM with Semantic-Spatial Prompt for Referring Expression Segmentation","created":"2026-03-18","cited_by_count":2,"area":null},{"id":"2605.11520","title":"PointGS: Semantic-Consistent Unsupervised 3D Point Cloud Segmentation with 3D Gaussian Splatting","created":"2026-05-12","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":"2503.21595","title":"PS-ReID: Advancing Person Re-Identification and Precise Segmentation with Multimodal Retrieval","created":"2025-03-27","cited_by_count":1,"area":null},{"id":"2504.01952","title":"Image Difference Grounding with Natural Language","created":"2025-04-02","cited_by_count":1,"area":null},{"id":"2505.12252","title":"SchoenbAt: Rethinking Attention with Polynomial basis","created":"2025-05-18","cited_by_count":1,"area":null},{"id":"2505.17695","title":"SynRES: Towards Referring Expression Segmentation in the Wild via Synthetic Data","created":"2025-05-23","cited_by_count":1,"area":null},{"id":"2507.20920","title":"RIS-LAD: A Benchmark and Model for Referring Low-Altitude Drone Image Segmentation","created":"2025-07-28","cited_by_count":1,"area":null},{"id":"2508.21102","title":"GENNAV: Polygon Mask Generation for Generalized Referring Navigable Regions","created":"2025-08-28","cited_by_count":1,"area":null},{"id":"2509.19731","title":"CAMILA: Context-Aware Masking for Image Editing with Language Alignment","created":"2025-09-24","cited_by_count":1,"area":null},{"id":"2601.22455","title":"ScribbleSense: Generative Scribble-Based Texture Editing with Intent Prediction","created":"2026-01-30","cited_by_count":1,"area":null},{"id":"2603.03983","title":"GeoSeg: Training-Free Reasoning-Driven Segmentation in Remote Sensing Imagery","created":"2026-03-04","cited_by_count":1,"area":null},{"id":"2603.14880","title":"RealVLG-R1: A Large-Scale Real-World Visual-Language Grounding Benchmark for Robotic Perception and Manipulation","created":"2026-03-16","cited_by_count":1,"area":null},{"id":"2603.20193","title":"From Masks to Pixels and Meaning: A New Taxonomy, Benchmark, and Metrics for VLM Image Tampering","created":"2026-03-20","cited_by_count":1,"area":null},{"id":"2604.07916","title":"Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation","created":"2026-04-09","cited_by_count":1,"area":null},{"id":"2605.22034","title":"AgroVG: A Large-Scale Multi-Source Benchmark for Agricultural Visual Grounding","created":"2026-05-21","cited_by_count":1,"area":null},{"id":"2605.24553","title":"IQA-Spider: Unifying Multi-Granularity Image Quality Assessment with Reasoning, Grounding and Referring","created":"2026-05-23","cited_by_count":1,"area":null},{"id":"2605.29461","title":"FlowSeg: Dynamic Semantic Guidance for LLM-Conditioned Segmentation","created":"2026-05-28","cited_by_count":1,"area":null},{"id":"2411.15087","title":"Phrase-Instance Alignment for Generalized Referring Segmentation","created":"2024-11-22","cited_by_count":0,"area":null},{"id":"2510.10606","title":"ViSurf: Visual Supervised-and-Reinforcement Fine-Tuning for Large Vision-and-Language Models","created":"2025-10-12","cited_by_count":0,"area":null},{"id":"2512.02005","title":"Learning Visual Affordance from Audio","created":"2025-12-01","cited_by_count":0,"area":null},{"id":"2602.14788","title":"VIPA: Visual Informative Part Attention for Referring Image Segmentation","created":"2026-02-16","cited_by_count":0,"area":null},{"id":"2604.10242","title":"MedVeriSeg: Teaching LISA-Like Medical Segmentation Models to Verify Query Validity Without Extra Training","created":"2026-04-11","cited_by_count":0,"area":null},{"id":"2605.28348","title":"Toward Semantic-Agnostic and Shape-Aware Vision-Language Segmentation Models","created":"2026-05-27","cited_by_count":0,"area":null},{"id":"2606.14754","title":"Sub-Semantic Image Segmentation","created":"2026-06-07","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":"2606.31533","title":"MV-GEL: Language-Driven Multi-View Geometric Entity Localization on Meshes","created":"2026-06-30","cited_by_count":0,"area":null},{"id":"2606.31924","title":"InstanceControl: Controllable Complex Image Generation without Instance Labeling","created":"2026-06-30","cited_by_count":0,"area":null},{"id":"2607.02497","title":"Seek to Segment: Active Perception for Panoramic Referring Segmentation","created":"2026-07-02","cited_by_count":0,"area":null},{"id":"2608.02791","title":"Better, Stronger, Faster, and Broader: Structured All-Mask Prediction for MLLM-Based Segmentation","created":"2026-08-03","cited_by_count":0,"area":null},{"id":"2609.19143","title":"PANORAMA: Panoptic Grounded Captioning via Mask Proposal Selection","created":"2026-09-16","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},{"id":"2609.24409","title":"DeCo: Efficient Decouple-to-Couple Learning for Multi-Task Visual Grounding","created":"2026-09-21","cited_by_count":0,"area":null},{"id":"2609.24510","title":"0.5%>100%: Bidirectional Reciprocal Learning for Referring Image Segmentation","created":"2026-09-21","cited_by_count":0,"area":null},{"id":"2609.36875","title":"S4VY: Segment Anything in Feed-Forward 4D Visual Geometry","created":"2026-09-29","cited_by_count":0,"area":null}],"next_cursor":null}