{"total":148,"rows":[{"id":"2304.06718","title":"Segment Everything Everywhere All at Once","created":"2023-04-13","cited_by_count":548,"area":null},{"id":"2311.06242","title":"Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks","created":"2023-11-10","cited_by_count":410,"area":null},{"id":"2312.10103","title":"GSVA: Generalized Segmentation via Multimodal Large Language Models","created":"2023-12-15","cited_by_count":154,"area":"mllm"},{"id":"2310.09199","title":"PaLI-3 Vision Language Models: Smaller, Faster, Stronger","created":"2023-10-13","cited_by_count":126,"area":"mllm"},{"id":"2312.02949","title":"LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models","created":"2023-12-05","cited_by_count":113,"area":"mllm"},{"id":"2305.18279","title":"Contextual Object Detection with Multimodal Large Language Models","created":"2023-05-29","cited_by_count":100,"area":"mllm"},{"id":"2312.09158","title":"General Object Foundation Model for Images and Videos at Scale","created":"2023-12-14","cited_by_count":71,"area":null},{"id":"2402.16846","title":"GROUNDHOG: Grounding Large Language Models to Holistic Segmentation","created":"2024-02-26","cited_by_count":70,"area":"mllm"},{"id":"2409.10542","title":"SAM4MLLM: Enhance Multi-Modal Large Language Model for Referring Expression Segmentation","created":"2024-09-01","cited_by_count":69,"area":"mllm"},{"id":"2406.20076","title":"EVF-SAM: Early Vision-Language Fusion for Text-Prompted Segment Anything Model","created":"2024-06-28","cited_by_count":65,"area":"mllm"},{"id":"2303.17811","title":"Zero-shot Referring Image Segmentation with Global-Local Context Features","created":"2023-03-31","cited_by_count":61,"area":null},{"id":"2306.08625","title":"RRSIS: Referring Remote Sensing Image Segmentation","created":"2023-06-14","cited_by_count":59,"area":null},{"id":"2305.17011","title":"SOC: Semantic-Assisted Object Cluster for Referring Video Object Segmentation","created":"2023-05-26","cited_by_count":57,"area":null},{"id":"2404.03645","title":"Decoupling Static and Hierarchical Motion Perception for Referring Video Segmentation","created":"2024-04-04","cited_by_count":55,"area":null},{"id":"2404.08506","title":"LaSagnA: Language-based Segmentation Assistant for Complex Queries","created":"2024-04-12","cited_by_count":55,"area":null},{"id":"2307.00764","title":"Hierarchical Open-vocabulary Universal Image Segmentation","created":"2023-07-03","cited_by_count":54,"area":null},{"id":"2312.12423","title":"Jack of All Tasks, Master of Many: Designing General-purpose Coarse-to-Fine Vision-Language Model","created":"2023-12-19","cited_by_count":53,"area":"mllm"},{"id":"2412.20206","title":"Toward Visual Grounding: A Survey","created":"2024-12-28","cited_by_count":52,"area":null},{"id":"2311.16926","title":"LLaFS: When Large Language Models Meet Few-Shot Segmentation","created":"2023-11-28","cited_by_count":48,"area":null},{"id":"2307.12813","title":"Described Object Detection: Liberating Object Detection with Flexible Expressions","created":"2023-07-24","cited_by_count":40,"area":null},{"id":"2312.12198","title":"Mask Grounding for Referring Image Segmentation","created":"2023-12-19","cited_by_count":40,"area":null},{"id":"2403.02969","title":"Multi-modal Instruction Tuned LLMs with Fine-grained Visual Perception","created":"2024-03-05","cited_by_count":39,"area":"mllm"},{"id":"2403.17839","title":"ReMamber: Referring Image Segmentation with Mamba Twister","created":"2024-03-26","cited_by_count":38,"area":"ssm"},{"id":"2409.17531","title":"SimVG: A Simple Framework for Visual Grounding with Decoupled Multi-modal Fusion","created":"2024-09-26","cited_by_count":36,"area":null},{"id":"2403.19596","title":"LocCa: Visual Pretraining with Location-aware Captioners","created":"2024-03-28","cited_by_count":35,"area":null},{"id":"2408.12957","title":"Image Segmentation in Foundation Model Era: A Survey","created":"2024-08-23","cited_by_count":35,"area":"diffusion"},{"id":"2512.10945","title":"MeViS: A Multi-Modal Dataset for Referring Motion Expression Video Segmentation","created":"2025-12-11","cited_by_count":35,"area":null},{"id":"2308.16777","title":"Ref-Diff: Zero-shot Referring Image Segmentation with Generative Models","created":"2023-08-31","cited_by_count":33,"area":null},{"id":"2411.17606","title":"HyperSeg: Towards Universal Visual Segmentation with Large Language Model","created":"2024-11-26","cited_by_count":33,"area":"lr"},{"id":"2401.17904","title":"Hi-SAM: Marrying Segment Anything Model for Hierarchical Text Segmentation","created":"2024-01-31","cited_by_count":30,"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":"2312.01623","title":"Universal Segmentation at Arbitrary Granularity with Language Instruction","created":"2023-12-04","cited_by_count":29,"area":null},{"id":"2303.07216","title":"Parallel Vertex Diffusion for Unified Visual Grounding","created":"2023-03-13","cited_by_count":28,"area":"diffusion"},{"id":"2410.08021","title":"OneRef: Unified One-tower Expression Grounding and Segmentation with Mask Referring Modeling","created":"2024-10-10","cited_by_count":28,"area":null},{"id":"2404.05673","title":"CoReS: Orchestrating the Dance of Reasoning and Segmentation","created":"2024-04-08","cited_by_count":25,"area":"lr"},{"id":"2311.05348","title":"u-LLaVA: Unifying Multi-Modal Tasks via Large Language Model","created":"2023-11-09","cited_by_count":24,"area":"mllm"},{"id":"2312.15715","title":"UniRef++: Segment Every Reference Object in Spatial and Temporal Spaces","created":"2023-12-25","cited_by_count":22,"area":null},{"id":"2504.10465","title":"Pixel-SAIL: Single Transformer For Pixel-Grounded Understanding","created":"2025-04-14","cited_by_count":22,"area":"mllm"},{"id":"2508.00265","title":"Multimodal Referring Segmentation: A Survey","created":"2025-08-01","cited_by_count":22,"area":null},{"id":"2310.18049","title":"Text Augmented Spatial-aware Zero-shot Referring Image Segmentation","created":"2023-10-27","cited_by_count":21,"area":null},{"id":"2408.01120","title":"An Efficient and Effective Transformer Decoder-Based Framework for Multi-Task Visual Grounding","created":"2024-08-02","cited_by_count":21,"area":null},{"id":"2503.13026","title":"HiMTok: Learning Hierarchical Mask Tokens for Image Segmentation with Large Multimodal Model","created":"2025-03-17","cited_by_count":20,"area":"mllm"},{"id":"2306.08498","title":"Extending CLIP's Image-Text Alignment to Referring Image Segmentation","created":"2023-06-14","cited_by_count":19,"area":null},{"id":"2402.18302","title":"EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving","created":"2024-02-28","cited_by_count":19,"area":"driving"},{"id":"2406.01451","title":"SAM as the Guide: Mastering Pseudo-Label Refinement in Semi-Supervised Referring Expression Segmentation","created":"2024-06-03","cited_by_count":17,"area":null},{"id":"2305.12452","title":"Advancing Referring Expression Segmentation Beyond Single Image","created":"2023-05-21","cited_by_count":16,"area":null},{"id":"2310.05136","title":"InstructDET: Diversifying Referring Object Detection with Generalized Instructions","created":"2023-10-08","cited_by_count":16,"area":null},{"id":"2310.17290","title":"RIO: A Benchmark for Reasoning Intention-Oriented Objects in Open Environments","created":"2023-10-26","cited_by_count":15,"area":null},{"id":"2407.16696","title":"PartGLEE: A Foundation Model for Recognizing and Parsing Any Objects","created":"2024-07-23","cited_by_count":15,"area":null},{"id":"2507.05427","title":"OpenWorldSAM: Extending SAM2 for Universal Image Segmentation with Language Prompts","created":"2025-07-07","cited_by_count":15,"area":null},{"id":"2312.08548","title":"EVP: Enhanced Visual Perception using Inverse Multi-Attentive Feature Refinement and Regularized Image-Text Alignment","created":"2023-12-13","cited_by_count":14,"area":"diffusion"},{"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":"2402.05589","title":"RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner","created":"2024-02-08","cited_by_count":11,"area":null},{"id":"2409.08464","title":"VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation","created":"2024-09-13","cited_by_count":11,"area":"inference"},{"id":"2504.13621","title":"Visual Intention Grounding for Egocentric Assistants","created":"2025-04-18","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":"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":"2407.10439","title":"PolyRoom: Room-aware Transformer for Floorplan Reconstruction","created":"2024-07-15","cited_by_count":9,"area":null},{"id":"2505.18686","title":"WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and Segmentation","created":"2025-05-24","cited_by_count":9,"area":null},{"id":"2509.06321","title":"Text4Seg++: Advancing Image Segmentation via Generative Language Modeling","created":"2025-09-08","cited_by_count":9,"area":"mllm"},{"id":"2311.12327","title":"Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models","created":"2023-11-21","cited_by_count":8,"area":"mllm"},{"id":"2402.11265","title":"Beyond Literal Descriptions: Understanding and Locating Open-World Objects Aligned with Human Intentions","created":"2024-02-17","cited_by_count":8,"area":null},{"id":"2407.07402","title":"ActionVOS: Actions as Prompts for Video Object Segmentation","created":"2024-07-10","cited_by_count":8,"area":null},{"id":"2503.23330","title":"EagleVision: Object-level Attribute Multimodal LLM for Remote Sensing","created":"2025-03-30","cited_by_count":8,"area":"mllm"},{"id":"2509.13747","title":"Improving Generalized Visual Grounding with Instance-aware Joint Learning","created":"2025-09-17","cited_by_count":8,"area":null},{"id":"2401.17609","title":"LaneGraph2Seq: Lane Topology Extraction with Language Model via Vertex-Edge Encoding and Connectivity Enhancement","created":"2024-01-31","cited_by_count":7,"area":null},{"id":"2404.08590","title":"Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding","created":"2024-04-12","cited_by_count":7,"area":null},{"id":"2405.17104","title":"LLM-Optic: Unveiling the Capabilities of Large Language Models for Universal Visual Grounding","created":"2024-05-27","cited_by_count":7,"area":null},{"id":"2409.10419","title":"HiFi-CS: Towards Open Vocabulary Visual Grounding For Robotic Grasping Using Vision-Language Models","created":"2024-09-16","cited_by_count":7,"area":"mllm"},{"id":"2411.01494","title":"Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation","created":"2024-11-03","cited_by_count":7,"area":null},{"id":"2512.00395","title":"Better, Stronger, Faster: Tackling the Trilemma in MLLM-based Segmentation with Simultaneous Textual Mask Prediction","created":"2025-11-29","cited_by_count":7,"area":"mllm"},{"id":"2604.01893","title":"ProVG: Progressive Visual Grounding via Language Decoupling for Remote Sensing Imagery","created":"2026-04-02","cited_by_count":7,"area":null},{"id":"2403.04924","title":"$\\text{R}^2$-Bench: Benchmarking the Robustness of Referring Perception Models under Perturbations","created":"2024-03-07","cited_by_count":6,"area":null},{"id":"2407.02389","title":"SafaRi:Adaptive Sequence Transformer for Weakly Supervised Referring Expression Segmentation","created":"2024-07-02","cited_by_count":6,"area":null},{"id":"2410.20508","title":"Referring Human Pose and Mask Estimation in the Wild","created":"2024-10-27","cited_by_count":6,"area":null},{"id":"2505.16495","title":"ALTo: Adaptive-Length Tokenizer for Autoregressive Mask Generation","created":"2025-05-22","cited_by_count":6,"area":"mllm"},{"id":"2506.18946","title":"DiffRIS: Enhancing Referring Remote Sensing Image Segmentation with Pre-trained Text-to-Image Diffusion Models","created":"2025-06-23","cited_by_count":6,"area":"diffusion"},{"id":"2601.05244","title":"GREx: Generalized Referring Expression Segmentation, Comprehension, and Generation","created":"2026-01-08","cited_by_count":6,"area":null},{"id":"2404.00650","title":"Deep Instruction Tuning for Segment Anything Model","created":"2024-03-31","cited_by_count":5,"area":null},{"id":"2410.13294","title":"LESS: Label-Efficient and Single-Stage Referring 3D Segmentation","created":"2024-10-17","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":"2601.03490","title":"CroBIM-U: Uncertainty-Driven Referring Remote Sensing Image Segmentation","created":"2026-01-07","cited_by_count":5,"area":null},{"id":"2409.08251","title":"Dynamic Prompting of Frozen Text-to-Image Diffusion Models for Panoptic Narrative Grounding","created":"2024-09-12","cited_by_count":4,"area":"diffusion"},{"id":"2409.17020","title":"PTQ4RIS: Post-Training Quantization for Referring Image Segmentation","created":"2024-09-25","cited_by_count":4,"area":null},{"id":"2503.07266","title":"RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation","created":"2025-03-10","cited_by_count":4,"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":"2505.19422","title":"LlamaSeg: Image Segmentation via Autoregressive Mask Generation","created":"2025-05-26","cited_by_count":4,"area":null},{"id":"2506.16806","title":"FOCUS: Unified Vision-Language Modeling for Interactive Editing Driven by Referential Segmentation","created":"2025-06-20","cited_by_count":4,"area":"mllm"},{"id":"2512.17292","title":"Vision-Language Model Guided Image Restoration","created":"2025-12-19","cited_by_count":4,"area":"mllm"},{"id":"2606.10819","title":"Earth-OneVision: Extending Remote Sensing Multimodal Large Language Models to More Sensor Modalities and Tasks","created":"2026-06-09","cited_by_count":4,"area":"lr"},{"id":"2310.13479","title":"Segment, Select, Correct: A Framework for Weakly-Supervised Referring Segmentation","created":"2023-10-20","cited_by_count":3,"area":null},{"id":"2504.16145","title":"Progressive Language-guided Visual Learning for Multi-Task Visual Grounding","created":"2025-04-22","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":"2510.10160","title":"SaFiRe: Saccade-Fixation Reiteration with Mamba for Referring Image Segmentation","created":"2025-10-11","cited_by_count":3,"area":"ssm"},{"id":"2510.10864","title":"HeroFilter: Adaptive Spectral Graph Filter for Varying Heterophilic Relations","created":"2025-10-13","cited_by_count":3,"area":null},{"id":"2601.09981","title":"DR$^2$Seg: Decomposed Two-Stage Rollouts for Efficient Reasoning Segmentation in Multimodal Large Language Models","created":"2026-01-15","cited_by_count":3,"area":"lr"},{"id":"2603.23906","title":"GenMask: Adapting DiT for Segmentation via Direct Mask Generation","created":"2026-03-25","cited_by_count":3,"area":null}],"next_cursor":"100"}