{"total":61,"rows":[{"id":"2312.00878","title":"Grounding Everything: Emerging Localization Properties in Vision-Language Transformers","created":"2023-12-01","cited_by_count":91,"area":"mllm"},{"id":"2503.06287","title":"Your Large Vision-Language Model Only Needs A Few Attention Heads For Visual Grounding","created":"2025-03-08","cited_by_count":83,"area":"mllm"},{"id":"2312.07661","title":"CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor","created":"2023-12-12","cited_by_count":69,"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":"2407.20171","title":"Diffusion Feedback Helps CLIP See Better","created":"2024-07-29","cited_by_count":38,"area":"diffusion"},{"id":"2408.12957","title":"Image Segmentation in Foundation Model Era: A Survey","created":"2024-08-23","cited_by_count":35,"area":"diffusion"},{"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":"2306.09244","title":"Text Promptable Surgical Instrument Segmentation with Vision-Language Models","created":"2023-06-15","cited_by_count":28,"area":"mllm"},{"id":"2407.14563","title":"Learning Visual Grounding from Generative Vision and Language Model","created":"2024-07-18","cited_by_count":27,"area":null},{"id":"2503.00936","title":"IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis","created":"2025-03-02","cited_by_count":26,"area":null},{"id":"2312.08007","title":"Unveiling Parts Beyond Objects:Towards Finer-Granularity Referring Expression Segmentation","created":"2023-12-13","cited_by_count":22,"area":null},{"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":"2311.17048","title":"Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions","created":"2023-11-28","cited_by_count":21,"area":null},{"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":"2309.01141","title":"VGDiffZero: Text-to-image Diffusion Models Can Be Zero-shot Visual Grounders","created":"2023-09-03","cited_by_count":18,"area":"diffusion"},{"id":"2504.00356","title":"Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation","created":"2025-04-01","cited_by_count":14,"area":null},{"id":"2407.05352","title":"Exploring Phrase-Level Grounding with Text-to-Image Diffusion Model","created":"2024-07-07","cited_by_count":13,"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":"2409.06210","title":"INTRA: Interaction Relationship-aware Weakly Supervised Affordance Grounding","created":"2024-09-10","cited_by_count":12,"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":"2405.06196","title":"VLSM-Adapter: Finetuning Vision-Language Segmentation Efficiently with Lightweight Blocks","created":"2024-05-10","cited_by_count":11,"area":"mllm"},{"id":"2503.10081","title":"AdvPaint: Protecting Images from Inpainting Manipulation via Adversarial Attention Disruption","created":"2025-03-13","cited_by_count":11,"area":"diffusion"},{"id":"2403.18260","title":"Toward Interactive Regional Understanding in Vision-Large Language Models","created":"2024-03-27","cited_by_count":9,"area":"mllm"},{"id":"2410.08209","title":"Emergent Visual Grounding in Large Multimodal Models Without Grounding Supervision","created":"2024-10-10","cited_by_count":9,"area":"mllm"},{"id":"2412.04715","title":"Addressing Text Embedding Leakage in Diffusion-based Image Editing","created":"2024-12-06","cited_by_count":7,"area":"diffusion"},{"id":"2508.05123","title":"Latent Expression Generation for Referring Image Segmentation and Grounding","created":"2025-08-07","cited_by_count":6,"area":null},{"id":"2511.16170","title":"Target Refocusing via Attention Redistribution for Open-Vocabulary Semantic Segmentation: An Explainability Perspective","created":"2025-11-20","cited_by_count":5,"area":null},{"id":"2503.14129","title":"SketchFusion: Learning Universal Sketch Features through Fusing Foundation Models","created":"2025-03-18","cited_by_count":4,"area":null},{"id":"2504.14467","title":"LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation","created":"2025-04-20","cited_by_count":4,"area":"mllm"},{"id":"2505.02867","title":"RESAnything: Attribute Prompting for Arbitrary Referring Segmentation","created":"2025-05-03","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":"2512.24702","title":"Evolving, Not Training: Zero-Shot Reasoning Segmentation via Evolutionary Prompting","created":"2025-12-31","cited_by_count":4,"area":null},{"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":"2401.17881","title":"PVLR: Prompt-driven Visual-Linguistic Representation Learning for Multi-Label Image Recognition","created":"2024-01-31","cited_by_count":2,"area":null},{"id":"2407.20034","title":"MaskInversion: Localized Embeddings via Optimization of Explainability Maps","created":"2024-07-29","cited_by_count":2,"area":"mllm"},{"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":"2506.14428","title":"Toward Rich Video Human-Motion2D Generation","created":"2025-06-17","cited_by_count":2,"area":null},{"id":"2509.01275","title":"Novel Category Discovery with X-Agent Attention for Open-Vocabulary Semantic Segmentation","created":"2025-09-01","cited_by_count":2,"area":"agents"},{"id":"2509.22650","title":"RefAM: Attention Magnets for Zero-Shot Referral Segmentation","created":"2025-09-26","cited_by_count":2,"area":"diffusion"},{"id":"2512.13855","title":"Improvise, Adapt, Overcome -- Telescopic Adapters for Efficient Fine-tuning of Vision Language Models in Medical Imaging","created":"2025-12-15","cited_by_count":2,"area":"mllm"},{"id":"2405.09006","title":"Spatial Semantic Recurrent Mining for Referring Image Segmentation","created":"2024-05-15","cited_by_count":1,"area":null},{"id":"2508.10572","title":"Towards Agentic AI for Multimodal-Guided Video Object Segmentation","created":"2025-08-14","cited_by_count":1,"area":"agents"},{"id":"2603.03935","title":"DISC: Dense Integrated Semantic Context for Large-Scale Open-Set Semantic Mapping","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":"2604.07916","title":"Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation","created":"2026-04-09","cited_by_count":1,"area":null},{"id":"2605.13122","title":"Early Semantic Grounding in Image Editing Models for Zero-Shot Referring Image Segmentation","created":"2026-05-13","cited_by_count":1,"area":null},{"id":"2312.00452","title":"Towards Generalizable Referring Image Segmentation via Target Prompt and Visual Coherence","created":"2023-12-01","cited_by_count":0,"area":null},{"id":"2502.10118","title":"Image Embedding Sampling Method for Diverse Captioning","created":"2025-02-14","cited_by_count":0,"area":null},{"id":"2509.00598","title":"DGL-RSIS: Decoupling Global Spatial Context and Local Class Semantics for Training-Free Remote Sensing Image Segmentation","created":"2025-08-30","cited_by_count":0,"area":"mllm"},{"id":"2510.07319","title":"Temporal Prompting Matters: Rethinking Referring Video Object Segmentation","created":"2025-10-08","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":"2603.24166","title":"Heuristic-inspired Reasoning Priors Facilitate Data-Efficient Referring Object Detection","created":"2026-03-25","cited_by_count":0,"area":null},{"id":"2604.07723","title":"Direct Segmentation without Logits Optimization for Training-Free Open-Vocabulary Semantic Segmentation","created":"2026-04-09","cited_by_count":0,"area":null},{"id":"2605.08156","title":"LAGO: Language-Guided Adaptive Object-Region Focus for Zero-Shot Visual-Text Alignment","created":"2026-05-04","cited_by_count":0,"area":null},{"id":"2605.28239","title":"Learning to Label: A Reinforced Self-Evolving Framework for Semi-supervised Referring Expression Segmentation","created":"2026-05-27","cited_by_count":0,"area":"synth"},{"id":"2606.13275","title":"Zero-Shot Captioning for Cultural Heritage: Automated Image Analysis of Traditional Indonesian Clothing","created":"2026-06-11","cited_by_count":0,"area":null},{"id":"2608.05258","title":"Grad-CAM for Vision Transformers: A Systematic Taxonomy and Audit of Methodological Ambiguity in Explainable AI","created":"2026-08-05","cited_by_count":0,"area":null},{"id":"2608.08874","title":"AeroReformer2: Spoken-Query Referring Segmentation for Aerial Images","created":"2026-08-09","cited_by_count":0,"area":null},{"id":"2608.12980","title":"DiCoR: Decoupled Referent Disambiguation and Contour Recalibration for Efficient Referring Remote Sensing Image Segmentation","created":"2026-08-13","cited_by_count":0,"area":null},{"id":"2608.30621","title":"Cost-efficient Active Learning for Referring Image Segmentation and Grounding","created":"2026-08-31","cited_by_count":0,"area":null}],"next_cursor":null}