{"total":64,"rows":[{"id":"2312.01597","title":"SCLIP: Rethinking Self-Attention for Dense Vision-Language Inference","created":"2023-12-04","cited_by_count":170,"area":null},{"id":"2306.15880","title":"Towards Open Vocabulary Learning: A Survey","created":"2023-06-28","cited_by_count":166,"area":null},{"id":"2310.15308","title":"SAM-CLIP: Merging Vision Foundation Models towards Semantic and Spatial Understanding","created":"2023-10-23","cited_by_count":111,"area":null},{"id":"2312.12359","title":"CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation","created":"2023-12-19","cited_by_count":96,"area":null},{"id":"2412.16334","title":"DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment","created":"2024-12-20","cited_by_count":79,"area":null},{"id":"2309.02773","title":"Diffusion Model is Secretly a Training-free Open Vocabulary Semantic Segmenter","created":"2023-09-06","cited_by_count":76,"area":"diffusion"},{"id":"2311.12886","title":"AnimateAnything: Fine-Grained Open Domain Image Animation with Motion Guidance","created":"2023-11-21","cited_by_count":66,"area":null},{"id":"2312.10113","title":"Focus on Your Instruction: Fine-grained and Multi-instruction Image Editing by Attention Modulation","created":"2023-12-15","cited_by_count":62,"area":null},{"id":"2502.04320","title":"ConceptAttention: Diffusion Transformers Learn Highly Interpretable Features","created":"2025-02-06","cited_by_count":52,"area":"diffusion"},{"id":"2403.00644","title":"Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks","created":"2024-03-01","cited_by_count":48,"area":"diffusion"},{"id":"2404.06542","title":"Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation","created":"2024-04-09","cited_by_count":44,"area":null},{"id":"2401.11739","title":"EmerDiff: Emerging Pixel-level Semantic Knowledge in Diffusion Models","created":"2024-01-22","cited_by_count":43,"area":"diffusion"},{"id":"2408.04961","title":"In Defense of Lazy Visual Grounding for Open-Vocabulary Semantic Segmentation","created":"2024-08-09","cited_by_count":38,"area":null},{"id":"2310.07972","title":"Interpretable Diffusion via Information Decomposition","created":"2023-10-12","cited_by_count":37,"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":"2312.09788","title":"Collaborating Foundation Models for Domain Generalized Semantic Segmentation","created":"2023-12-15","cited_by_count":34,"area":null},{"id":"2403.15382","title":"DragAPart: Learning a Part-Level Motion Prior for Articulated Objects","created":"2024-03-22","cited_by_count":32,"area":null},{"id":"2312.09128","title":"Tokenize Anything via Prompting","created":"2023-12-14","cited_by_count":31,"area":null},{"id":"2509.18096","title":"Seg4Diff: Unveiling Open-Vocabulary Segmentation in Text-to-Image Diffusion Transformers","created":"2025-09-22","cited_by_count":24,"area":"diffusion"},{"id":"2404.09447","title":"kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies","created":"2024-04-15","cited_by_count":20,"area":null},{"id":"2408.14826","title":"Alfie: Democratising RGBA Image Generation With No $$$","created":"2024-08-27","cited_by_count":20,"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":"2407.07077","title":"ConceptExpress: Harnessing Diffusion Models for Single-image Unsupervised Concept Extraction","created":"2024-07-09","cited_by_count":16,"area":"diffusion"},{"id":"2511.07923","title":"Exploring the Underwater World Segmentation without Extra Training","created":"2025-11-11","cited_by_count":16,"area":null},{"id":"2407.03636","title":"Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration","created":"2024-07-04","cited_by_count":15,"area":"diffusion"},{"id":"2310.01830","title":"AI-Generated Images as Data Source: The Dawn of Synthetic Era","created":"2023-10-03","cited_by_count":13,"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":"2402.16392","title":"Placing Objects in Context via Inpainting for Out-of-distribution Segmentation","created":"2024-02-26","cited_by_count":12,"area":null},{"id":"2309.13097","title":"Zero-Shot Object Counting with Language-Vision Models","created":"2023-09-22","cited_by_count":9,"area":null},{"id":"2506.21233","title":"ReME: A Data-Centric Framework for Training-Free Open-Vocabulary Segmentation","created":"2025-06-26","cited_by_count":9,"area":null},{"id":"2508.00557","title":"Training-Free Class Purification for Open-Vocabulary Semantic Segmentation","created":"2025-08-01","cited_by_count":9,"area":"mllm"},{"id":"2310.14374","title":"OV-VG: A Benchmark for Open-Vocabulary Visual Grounding","created":"2023-10-22","cited_by_count":7,"area":null},{"id":"2312.10065","title":"Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models","created":"2023-12-05","cited_by_count":7,"area":"diffusion"},{"id":"2510.21605","title":"S3OD: Towards Generalizable Salient Object Detection with Synthetic Data","created":"2025-10-24","cited_by_count":6,"area":null},{"id":"2404.05667","title":"AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation","created":"2024-04-08","cited_by_count":5,"area":null},{"id":"2411.13243","title":"XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation","created":"2024-11-20","cited_by_count":5,"area":"lr"},{"id":"2510.18437","title":"Beyond Single Images: Retrieval Self-Augmented Unsupervised Camouflaged Object Detection","created":"2025-10-21","cited_by_count":5,"area":null},{"id":"2308.12960","title":"Towards Realistic Zero-Shot Classification via Self Structural Semantic Alignment","created":"2023-08-24","cited_by_count":4,"area":"mllm"},{"id":"2401.16459","title":"Bridging Generative and Discriminative Models for Unified Visual Perception with Diffusion Priors","created":"2024-01-29","cited_by_count":4,"area":"diffusion"},{"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":"2507.16240","title":"Scale Your Instructions: Enhance the Instruction-Following Fidelity of Unified Image Generation Model by Self-Adaptive Attention Scaling","created":"2025-07-22","cited_by_count":4,"area":null},{"id":"2508.04211","title":"What Holds Back Open-Vocabulary Segmentation?","created":"2025-08-06","cited_by_count":4,"area":null},{"id":"2601.20524","title":"AnomalyVFM -- Transforming Vision Foundation Models into Zero-Shot Anomaly Detectors","created":"2026-01-28","cited_by_count":4,"area":null},{"id":"2412.16277","title":"Mapping the Mind of an Instruction-based Image Editing using SMILE","created":"2024-12-20","cited_by_count":3,"area":null},{"id":"2503.17071","title":"Superpowering Open-Vocabulary Object Detectors for X-ray Vision","created":"2025-03-21","cited_by_count":3,"area":null},{"id":"2507.09008","title":"VISTA: A Visual Analytics Framework to Enhance Foundation Model-Generated Data Labels","created":"2025-07-11","cited_by_count":3,"area":null},{"id":"2603.29271","title":"ConInfer: Context-Aware Inference for Training-Free Open-Vocabulary Remote Sensing Segmentation","created":"2026-03-31","cited_by_count":3,"area":"mllm"},{"id":"2403.01381","title":"SA-MixNet: Structure-aware Mixup and Invariance Learning for Scribble-supervised Road Extraction in Remote Sensing Images","created":"2024-03-03","cited_by_count":2,"area":null},{"id":"2504.17253","title":"DIVE: Inverting Conditional Diffusion Models for Discriminative Tasks","created":"2025-04-24","cited_by_count":2,"area":"diffusion"},{"id":"2402.16421","title":"Outline-Guided Object Inpainting with Diffusion Models","created":"2024-02-26","cited_by_count":1,"area":"diffusion"},{"id":"2506.23323","title":"FA-Seg: A Fast and Accurate Diffusion-Based Method for Open-Vocabulary Segmentation","created":"2025-06-29","cited_by_count":1,"area":"diffusion"},{"id":"2606.00987","title":"An Open-Source Benchmark and Baseline for Multi-temporal Referring Segmentation","created":"2026-05-31","cited_by_count":1,"area":"lr"},{"id":"2606.15590","title":"Unlocking Diffusion Hierarchies: Adaptive Timestep Selection for Zero-Shot Segmentation","created":"2026-06-14","cited_by_count":1,"area":"diffusion"},{"id":"2506.09740","title":"ELBO-T2IAlign: A Generic ELBO-Based Method for Calibrating Pixel-level Text-Image Alignment in Diffusion Models","created":"2025-06-11","cited_by_count":0,"area":"diffusion"},{"id":"2510.15841","title":"Neuro-Symbolic Spatial Reasoning in Segmentation","created":"2025-10-17","cited_by_count":0,"area":"lr"},{"id":"2511.01517","title":"NSYNC: Negative Synthetic Image Generation for Contrastive Training to Improve Stylized Text-To-Image Translation","created":"2025-11-03","cited_by_count":0,"area":null},{"id":"2601.12779","title":"Open Vocabulary Panoptic Segmentation With Retrieval Augmentation","created":"2026-01-19","cited_by_count":0,"area":null},{"id":"2604.01361","title":"IGLOSS: Image Generation for Lidar Open-vocabulary Semantic Segmentation","created":"2026-04-01","cited_by_count":0,"area":null},{"id":"2604.02252","title":"SPAR: Single-Pass Any-Resolution ViT for Open-vocabulary Segmentation","created":"2026-04-02","cited_by_count":0,"area":null},{"id":"2605.04593","title":"DiCLIP: Diffusion Model Enhances CLIP's Dense Knowledge for Weakly Supervised Semantic Segmentation","created":"2026-05-06","cited_by_count":0,"area":"diffusion"},{"id":"2608.03991","title":"Perceptual Anchoring: Prototype-Guided Text Calibration for Training-free Open-Vocabulary Semantic Segmentation","created":"2026-08-04","cited_by_count":0,"area":null},{"id":"2608.05627","title":"SCI-CLIP: Segment-Centric Inference with Reference Memory for Training-Free Open-Vocabulary Segmentation","created":"2026-08-06","cited_by_count":0,"area":null},{"id":"2608.05878","title":"MAVISEG: Manifold Propagation and Visual Prototypes for Zero-Shot Open-Vocabulary Segmentation in Diffusion Transformers","created":"2026-08-06","cited_by_count":0,"area":"diffusion"},{"id":"2610.04300","title":"A Geometric-Transformation Feature-Adaptive Manifold Restoration Method for Open-Vocabulary Semantic Segmentation of Remote Sensing Images","created":"2026-10-03","cited_by_count":0,"area":null}],"next_cursor":null}