{"total":107,"rows":[{"id":"2105.15203","title":"SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers","created":"2021-05-31","cited_by_count":2940,"area":null},{"id":"2209.08575","title":"SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation","created":"2022-09-18","cited_by_count":252,"area":null},{"id":"2108.05565","title":"Vision-Language Transformer and Query Generation for Referring Segmentation","created":"2021-08-12","cited_by_count":240,"area":null},{"id":"2302.01872","title":"MOSE: A New Dataset for Video Object Segmentation in Complex Scenes","created":"2023-02-03","cited_by_count":234,"area":null},{"id":"2203.04838","title":"CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers","created":"2022-03-09","cited_by_count":231,"area":null},{"id":"2308.08544","title":"MeViS: A Large-scale Benchmark for Video Segmentation with Motion Expressions","created":"2023-08-16","cited_by_count":228,"area":null},{"id":"2306.15880","title":"Towards Open Vocabulary Learning: A Survey","created":"2023-06-28","cited_by_count":166,"area":null},{"id":"2204.13132","title":"HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation","created":"2022-04-27","cited_by_count":164,"area":null},{"id":"2203.15102","title":"Rethinking Semantic Segmentation: A Prototype View","created":"2022-03-28","cited_by_count":140,"area":null},{"id":"2304.09854","title":"Transformer-Based Visual Segmentation: A Survey","created":"2023-04-19","cited_by_count":124,"area":null},{"id":"2303.01480","title":"Delivering Arbitrary-Modal Semantic Segmentation","created":"2023-03-02","cited_by_count":117,"area":null},{"id":"2210.15871","title":"VLT: Vision-Language Transformer and Query Generation for Referring Segmentation","created":"2022-10-28","cited_by_count":111,"area":null},{"id":"2103.09992","title":"Topology-Aware Segmentation Using Discrete Morse Theory","created":"2021-03-18","cited_by_count":75,"area":null},{"id":"2104.02745","title":"InverseForm: A Loss Function for Structured Boundary-Aware Segmentation","created":"2021-04-06","cited_by_count":65,"area":null},{"id":"2111.13673","title":"Mask Transfiner for High-Quality Instance Segmentation","created":"2021-11-26","cited_by_count":64,"area":null},{"id":"2103.04133","title":"Learning Statistical Texture for Semantic Segmentation","created":"2021-03-06","cited_by_count":51,"area":null},{"id":"2103.05687","title":"Capturing Omni-Range Context for Omnidirectional Segmentation","created":"2021-03-09","cited_by_count":50,"area":null},{"id":"2204.12109","title":"Instance-Specific Feature Propagation for Referring Segmentation","created":"2022-04-26","cited_by_count":45,"area":null},{"id":"2102.02696","title":"Active Boundary Loss for Semantic Segmentation","created":"2021-02-04","cited_by_count":40,"area":null},{"id":"2212.00990","title":"Feature Aggregation and Propagation Network for Camouflaged Object Detection","created":"2022-12-02","cited_by_count":40,"area":null},{"id":"2305.15302","title":"Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation","created":"2023-05-24","cited_by_count":36,"area":null},{"id":"2207.14012","title":"Video Mask Transfiner for High-Quality Video Instance Segmentation","created":"2022-07-28","cited_by_count":28,"area":null},{"id":"2306.11087","title":"Primitive Generation and Semantic-related Alignment for Universal Zero-Shot Segmentation","created":"2023-06-19","cited_by_count":28,"area":null},{"id":"2305.14335","title":"Prototype Adaption and Projection for Few- and Zero-shot 3D Point Cloud Semantic Segmentation","created":"2023-05-23","cited_by_count":26,"area":null},{"id":"2310.18954","title":"Mask Propagation for Efficient Video Semantic Segmentation","created":"2023-10-29","cited_by_count":26,"area":null},{"id":"2207.10436","title":"Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation","created":"2022-07-21","cited_by_count":25,"area":null},{"id":"2112.07812","title":"Structure-Aware Image Segmentation with Homotopy Warping","created":"2021-12-15","cited_by_count":24,"area":null},{"id":"2204.03330","title":"Learning Local and Global Temporal Contexts for Video Semantic Segmentation","created":"2022-04-07","cited_by_count":24,"area":null},{"id":"2103.11351","title":"Cross-Dataset Collaborative Learning for Semantic Segmentation in Autonomous Driving","created":"2021-03-21","cited_by_count":23,"area":null},{"id":"2306.06842","title":"AerialFormer: Multi-resolution Transformer for Aerial Image Segmentation","created":"2023-06-12","cited_by_count":23,"area":null},{"id":"2407.11344","title":"Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation","created":"2024-07-16","cited_by_count":22,"area":null},{"id":"2309.03558","title":"Region Generation and Assessment Network for Occluded Person Re-Identification","created":"2023-09-07","cited_by_count":20,"area":null},{"id":"2107.08591","title":"Double Similarity Distillation for Semantic Image Segmentation","created":"2021-07-19","cited_by_count":19,"area":null},{"id":"2307.06099","title":"RFENet: Towards Reciprocal Feature Evolution for Glass Segmentation","created":"2023-07-12","cited_by_count":19,"area":null},{"id":"2106.07557","title":"A Multi-Branch Hybrid Transformer Networkfor Corneal Endothelial Cell Segmentation","created":"2021-05-21","cited_by_count":18,"area":null},{"id":"2409.20398","title":"AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation","created":"2024-09-30","cited_by_count":18,"area":null},{"id":"2202.13393","title":"TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation","created":"2022-02-27","cited_by_count":17,"area":"distill"},{"id":"2309.13556","title":"LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning","created":"2023-09-24","cited_by_count":17,"area":null},{"id":"2101.09014","title":"Personal Fixations-Based Object Segmentation with Object Localization and Boundary Preservation","created":"2021-01-22","cited_by_count":14,"area":null},{"id":"2107.14209","title":"A Unified Efficient Pyramid Transformer for Semantic Segmentation","created":"2021-07-29","cited_by_count":14,"area":null},{"id":"2207.06854","title":"AIParsing: Anchor-free Instance-level Human Parsing","created":"2022-07-14","cited_by_count":14,"area":null},{"id":"2208.14143","title":"FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation","created":"2022-08-30","cited_by_count":14,"area":"distill"},{"id":"2307.15063","title":"To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation","created":"2023-07-27","cited_by_count":14,"area":null},{"id":"2101.09095","title":"Towards Enhancing Fine-grained Details for Image Matting","created":"2021-01-22","cited_by_count":12,"area":null},{"id":"2102.04566","title":"Semantic Segmentation with Labeling Uncertainty and Class Imbalance","created":"2021-02-08","cited_by_count":12,"area":null},{"id":"2106.03455","title":"Knowledge-aware Deep Framework for Collaborative Skin Lesion Segmentation and Melanoma Recognition","created":"2021-06-07","cited_by_count":12,"area":null},{"id":"2108.02373","title":"M2IOSR: Maximal Mutual Information Open Set Recognition","created":"2021-08-05","cited_by_count":12,"area":null},{"id":"2112.00967","title":"Relational Graph Learning for Grounded Video Description Generation","created":"2021-12-02","cited_by_count":12,"area":null},{"id":"2210.16829","title":"Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation","created":"2022-10-30","cited_by_count":12,"area":null},{"id":"2310.05026","title":"Low-Resolution Self-Attention for Semantic Segmentation","created":"2023-10-08","cited_by_count":12,"area":null},{"id":"2412.16876","title":"MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection","created":"2024-12-22","cited_by_count":12,"area":null},{"id":"2102.00221","title":"ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation","created":"2021-01-30","cited_by_count":11,"area":null},{"id":"2110.02833","title":"Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries","created":"2021-10-06","cited_by_count":10,"area":null},{"id":"2307.10822","title":"Gradient-Semantic Compensation for Incremental Semantic Segmentation","created":"2023-07-20","cited_by_count":10,"area":null},{"id":"2403.09065","title":"When Semantic Segmentation Meets Frequency Aliasing","created":"2024-03-14","cited_by_count":10,"area":null},{"id":"2208.14241","title":"Boosting Night-time Scene Parsing with Learnable Frequency","created":"2022-08-30","cited_by_count":9,"area":null},{"id":"2407.21654","title":"MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment","created":"2024-07-31","cited_by_count":9,"area":"mllm"},{"id":"2503.08043","title":"Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation","created":"2025-03-11","cited_by_count":9,"area":"distill"},{"id":"2107.13154","title":"Global Aggregation then Local Distribution for Scene Parsing","created":"2021-07-28","cited_by_count":8,"area":null},{"id":"2108.01866","title":"Specialize and Fuse: Pyramidal Output Representation for Semantic Segmentation","created":"2021-08-04","cited_by_count":7,"area":null},{"id":"2112.07106","title":"E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation","created":"2021-12-14","cited_by_count":7,"area":null},{"id":"2310.10755","title":"IDRNet: Intervention-Driven Relation Network for Semantic Segmentation","created":"2023-10-16","cited_by_count":7,"area":null},{"id":"2312.03430","title":"ShareCMP: Polarization-Aware RGB-P Semantic Segmentation","created":"2023-12-06","cited_by_count":7,"area":null},{"id":"2503.21780","title":"Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation","created":"2025-03-27","cited_by_count":7,"area":null},{"id":"2510.00059","title":"FSDENet: A Frequency and Spatial Domains based Detail Enhancement Network for Remote Sensing Semantic Segmentation","created":"2025-09-29","cited_by_count":7,"area":null},{"id":"2308.07592","title":"Graph-Segmenter: Graph Transformer with Boundary-aware Attention for Semantic Segmentation","created":"2023-08-15","cited_by_count":6,"area":null},{"id":"2109.08963","title":"SDTP: Semantic-aware Decoupled Transformer Pyramid for Dense Image Prediction","created":"2021-09-18","cited_by_count":5,"area":null},{"id":"2110.14587","title":"Boundary Guided Context Aggregation for Semantic Segmentation","created":"2021-10-27","cited_by_count":5,"area":null},{"id":"2504.11326","title":"PVUW 2025 Challenge Report: Advances in Pixel-level Understanding of Complex Videos in the Wild","created":"2025-04-15","cited_by_count":5,"area":null},{"id":"2205.12627","title":"Primitive3D: 3D Object Dataset Synthesis from Randomly Assembled Primitives","created":"2022-05-25","cited_by_count":4,"area":null},{"id":"2207.06242","title":"SlimSeg: Slimmable Semantic Segmentation with Boundary Supervision","created":"2022-07-13","cited_by_count":4,"area":null},{"id":"2308.12320","title":"Understanding Dark Scenes by Contrasting Multi-Modal Observations","created":"2023-08-23","cited_by_count":4,"area":null},{"id":"2309.10523","title":"Edge-aware Feature Aggregation Network for Polyp Segmentation","created":"2023-09-19","cited_by_count":4,"area":null},{"id":"2409.09497","title":"Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation","created":"2024-09-14","cited_by_count":4,"area":null},{"id":"2108.00384","title":"Edge-competing Pathological Liver Vessel Segmentation with Limited Labels","created":"2021-08-01","cited_by_count":3,"area":null},{"id":"2206.01831","title":"Spatial Feature Mapping for 6DoF Object Pose Estimation","created":"2022-06-03","cited_by_count":3,"area":null},{"id":"2212.12402","title":"Push-the-Boundary: Boundary-aware Feature Propagation for Semantic Segmentation of 3D Point Clouds","created":"2022-12-23","cited_by_count":3,"area":null},{"id":"2407.09191","title":"From Easy to Hard: Learning Curricular Shape-aware Features for Robust Panoptic Scene Graph Generation","created":"2024-07-12","cited_by_count":3,"area":null},{"id":"2507.11893","title":"Spatial Frequency Modulation for Semantic Segmentation","created":"2025-07-16","cited_by_count":3,"area":null},{"id":"2601.00537","title":"Boosting Segment Anything Model to Generalize Visually Non-Salient Scenarios","created":"2026-01-02","cited_by_count":3,"area":null},{"id":"2108.01075","title":"Boundary Knowledge Translation based Reference Semantic Segmentation","created":"2021-08-01","cited_by_count":2,"area":null},{"id":"2308.04243","title":"AICSD: Adaptive Inter-Class Similarity Distillation for Semantic Segmentation","created":"2023-08-08","cited_by_count":2,"area":"distill"},{"id":"2101.10837","title":"The Ikshana Hypothesis of Human Scene Understanding","created":"2021-01-21","cited_by_count":1,"area":null},{"id":"2104.01792","title":"Hierarchical Pyramid Representations for Semantic Segmentation","created":"2021-04-05","cited_by_count":1,"area":null},{"id":"2105.13531","title":"Empirical Study of Multi-Task Hourglass Model for Semantic Segmentation Task","created":"2021-05-28","cited_by_count":1,"area":null},{"id":"2108.00379","title":"Visual Boundary Knowledge Translation for Foreground Segmentation","created":"2021-08-01","cited_by_count":1,"area":null},{"id":"2108.03791","title":"Boundary-aware Graph Reasoning for Semantic Segmentation","created":"2021-08-09","cited_by_count":1,"area":null},{"id":"2110.14200","title":"Denoised Non-Local Neural Network for Semantic Segmentation","created":"2021-10-27","cited_by_count":1,"area":null},{"id":"2112.01746","title":"MSP : Refine Boundary Segmentation via Multiscale Superpixel","created":"2021-12-03","cited_by_count":1,"area":null},{"id":"2210.05152","title":"TriangleNet: Edge Prior Augmented Network for Semantic Segmentation through Cross-Task Consistency","created":"2022-10-11","cited_by_count":1,"area":null},{"id":"2408.14672","title":"Optimizing against Infeasible Inclusions from Data for Semantic Segmentation through Morphology","created":"2024-08-26","cited_by_count":1,"area":null},{"id":"2505.14014","title":"EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation","created":"2025-05-20","cited_by_count":1,"area":null},{"id":"2507.01573","title":"A Gift from the Integration of Discriminative and Diffusion-based Generative Learning: Boundary Refinement Remote Sensing Semantic Segmentation","created":"2025-07-02","cited_by_count":1,"area":"diffusion"},{"id":"2603.24295","title":"RS-SSM: Refining Forgotten Specifics in State Space Model for Video Semantic Segmentation","created":"2026-03-25","cited_by_count":1,"area":"ssm"},{"id":"2604.26031","title":"Report of the 5th PVUW Challenge: Towards More Diverse Modalities in Pixel-Level Understanding","created":"2026-04-28","cited_by_count":1,"area":null},{"id":"2108.02840","title":"Attention-based fusion of semantic boundary and non-boundary information to improve semantic segmentation","created":"2021-08-05","cited_by_count":0,"area":null},{"id":"2109.10083","title":"PDFNet: Pointwise Dense Flow Network for Urban-Scene Segmentation","created":"2021-09-21","cited_by_count":0,"area":null},{"id":"2111.03286","title":"FBNet: Feature Balance Network for Urban-Scene Segmentation","created":"2021-11-05","cited_by_count":0,"area":null},{"id":"2203.06677","title":"PNM: Pixel Null Model for General Image Segmentation","created":"2022-03-13","cited_by_count":0,"area":null},{"id":"2207.11446","title":"BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation","created":"2022-07-23","cited_by_count":0,"area":null}],"next_cursor":"100"}