{"total":87,"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":"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":"2108.07009","title":"Pixel Difference Networks for Efficient Edge Detection","created":"2021-08-16","cited_by_count":168,"area":null},{"id":"2107.08623","title":"LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation","created":"2021-07-19","cited_by_count":85,"area":null},{"id":"2307.08093","title":"Cross-Ray Neural Radiance Fields for Novel-view Synthesis from Unconstrained Image Collections","created":"2023-07-16","cited_by_count":54,"area":null},{"id":"2103.04233","title":"GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor Environments","created":"2021-03-07","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":"2103.15734","title":"Enhanced Boundary Learning for Glass-like Object Segmentation","created":"2021-03-29","cited_by_count":48,"area":null},{"id":"2109.11103","title":"Unseen Object Amodal Instance Segmentation via Hierarchical Occlusion Modeling","created":"2021-09-23","cited_by_count":43,"area":null},{"id":"2112.14000","title":"Pale Transformer: A General Vision Transformer Backbone with Pale-Shaped Attention","created":"2021-12-28","cited_by_count":36,"area":null},{"id":"2101.10861","title":"A Review on Deep Learning in UAV Remote Sensing","created":"2021-01-22","cited_by_count":32,"area":null},{"id":"2106.04108","title":"Fully Transformer Networks for Semantic Image Segmentation","created":"2021-06-08","cited_by_count":24,"area":null},{"id":"2103.00868","title":"Panoramic Panoptic Segmentation: Towards Complete Surrounding Understanding via Unsupervised Contrastive Learning","created":"2021-03-01","cited_by_count":23,"area":null},{"id":"2108.09174","title":"Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance","created":"2021-08-20","cited_by_count":22,"area":null},{"id":"2109.00699","title":"FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic Segmentation","created":"2021-09-02","cited_by_count":17,"area":null},{"id":"2207.01331","title":"Improving Nighttime Driving-Scene Segmentation via Dual Image-adaptive Learnable Filters","created":"2022-07-04","cited_by_count":17,"area":null},{"id":"2103.12212","title":"CFPNet: Channel-wise Feature Pyramid for Real-Time Semantic Segmentation","created":"2021-03-22","cited_by_count":14,"area":null},{"id":"2103.13044","title":"MSCFNet: A Lightweight Network With Multi-Scale Context Fusion for Real-Time Semantic Segmentation","created":"2021-03-24","cited_by_count":14,"area":null},{"id":"2206.10711","title":"Panoramic Panoptic Segmentation: Insights Into Surrounding Parsing for Mobile Agents via Unsupervised Contrastive Learning","created":"2022-06-21","cited_by_count":14,"area":null},{"id":"2412.16651","title":"PB-UAP: Hybrid Universal Adversarial Attack For Image Segmentation","created":"2024-12-21","cited_by_count":14,"area":null},{"id":"2204.13314","title":"Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation","created":"2022-04-28","cited_by_count":12,"area":null},{"id":"2302.10484","title":"Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN","created":"2023-02-21","cited_by_count":12,"area":null},{"id":"2204.04363","title":"Attention guided global enhancement and local refinement network for semantic segmentation","created":"2022-04-09","cited_by_count":10,"area":null},{"id":"2211.15595","title":"FsaNet: Frequency Self-attention for Semantic Segmentation","created":"2022-11-28","cited_by_count":10,"area":null},{"id":"2510.08922","title":"SegTrans: Transferable Adversarial Examples for Segmentation Models","created":"2025-10-10","cited_by_count":8,"area":null},{"id":"2208.10761","title":"CRCNet: Few-shot Segmentation with Cross-Reference and Region-Global Conditional Networks","created":"2022-08-23","cited_by_count":7,"area":null},{"id":"2301.05526","title":"Self-Training Guided Disentangled Adaptation for Cross-Domain Remote Sensing Image Semantic Segmentation","created":"2023-01-13","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":"2411.11011","title":"CCi-YOLOv8n: Enhanced Fire Detection with CARAFE and Context-Guided Modules","created":"2024-11-17","cited_by_count":7,"area":null},{"id":"2411.14514","title":"NexusSplats: Efficient 3D Gaussian Splatting in the Wild","created":"2024-11-21","cited_by_count":7,"area":null},{"id":"2411.18296","title":"HUPE: Heuristic Underwater Perceptual Enhancement with Semantic Collaborative Learning","created":"2024-11-27","cited_by_count":7,"area":null},{"id":"2405.16096","title":"MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface Defects","created":"2024-05-25","cited_by_count":5,"area":null},{"id":"2407.07441","title":"HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation","created":"2024-07-10","cited_by_count":5,"area":null},{"id":"2504.10777","title":"AtlasD: Automatic Local Symmetry Discovery","created":"2025-04-15","cited_by_count":5,"area":null},{"id":"2201.09156","title":"LSNet: Extremely Light-Weight Siamese Network For Change Detection in Remote Sensing Image","created":"2022-01-23","cited_by_count":4,"area":null},{"id":"2305.00671","title":"PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation","created":"2023-05-01","cited_by_count":4,"area":null},{"id":"2305.17091","title":"SSSegmenation: An Open Source Supervised Semantic Segmentation Toolbox Based on PyTorch","created":"2023-05-26","cited_by_count":4,"area":null},{"id":"2309.06047","title":"Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing","created":"2023-09-12","cited_by_count":4,"area":null},{"id":"2503.03325","title":"Golden Cudgel Network for Real-Time Semantic Segmentation","created":"2025-03-05","cited_by_count":4,"area":null},{"id":"2109.02580","title":"Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement","created":"2021-09-06","cited_by_count":3,"area":null},{"id":"2203.04037","title":"Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes","created":"2022-03-08","cited_by_count":3,"area":null},{"id":"2212.01173","title":"DWRSeg: Rethinking Efficient Acquisition of Multi-scale Contextual Information for Real-time Semantic Segmentation","created":"2022-12-02","cited_by_count":3,"area":null},{"id":"2308.00828","title":"Deep Learning Approaches in Pavement Distress Identification: A Review","created":"2023-08-01","cited_by_count":3,"area":null},{"id":"2310.04721","title":"Memory-Constrained Semantic Segmentation for Ultra-High Resolution UAV Imagery","created":"2023-10-07","cited_by_count":3,"area":null},{"id":"2601.14950","title":"Erosion Attack for Adversarial Training to Enhance Semantic Segmentation Robustness","created":"2026-01-21","cited_by_count":3,"area":null},{"id":"2106.04400","title":"CSRNet: Cascaded Selective Resolution Network for Real-time Semantic Segmentation","created":"2021-06-08","cited_by_count":2,"area":null},{"id":"2206.12300","title":"Automatic extraction of coronary arteries using deep learning in invasive coronary angiograms","created":"2022-06-24","cited_by_count":2,"area":null},{"id":"2211.12455","title":"ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation","created":"2022-11-22","cited_by_count":2,"area":null},{"id":"2406.12496","title":"Reparameterizable Dual-Resolution Network for Real-time Semantic Segmentation","created":"2024-06-18","cited_by_count":2,"area":null},{"id":"2408.02039","title":"Pixel-Level Domain Adaptation: A New Perspective for Enhancing Weakly Supervised Semantic Segmentation","created":"2024-08-04","cited_by_count":2,"area":null},{"id":"2504.19136","title":"PAD: Phase-Amplitude Decoupling Fusion for Multi-Modal Land Cover Classification","created":"2025-04-27","cited_by_count":2,"area":null},{"id":"2104.07877","title":"A De-raining semantic segmentation network for real-time foreground segmentation","created":"2021-04-16","cited_by_count":1,"area":null},{"id":"2206.09221","title":"3D Face Parsing via Surface Parameterization and 2D Semantic Segmentation Network","created":"2022-06-18","cited_by_count":1,"area":null},{"id":"2303.10307","title":"Edge-aware Plug-and-play Scheme for Semantic Segmentation","created":"2023-03-18","cited_by_count":1,"area":null},{"id":"2305.11419","title":"JetSeg: Efficient Real-Time Semantic Segmentation Model for Low-Power GPU-Embedded Systems","created":"2023-05-19","cited_by_count":1,"area":null},{"id":"2410.02224","title":"Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network","created":"2024-10-03","cited_by_count":1,"area":null},{"id":"2412.08670","title":"A feature refinement module for light-weight semantic segmentation network","created":"2024-12-11","cited_by_count":1,"area":null},{"id":"2101.08685","title":"ItNet: iterative neural networks with small graphs for accurate, efficient and anytime semantic segmentation","created":"2021-01-21","cited_by_count":0,"area":null},{"id":"2105.12964","title":"Feature Reuse and Fusion for Real-time Semantic segmentation","created":"2021-05-27","cited_by_count":0,"area":null},{"id":"2110.04042","title":"Context-LGM: Leveraging Object-Context Relation for Context-Aware Object Recognition","created":"2021-10-08","cited_by_count":0,"area":null},{"id":"2204.01278","title":"Technical Report on Subspace Pyramid Fusion Network for Semantic Segmentation","created":"2022-04-04","cited_by_count":0,"area":null},{"id":"2204.01795","title":"Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial Networks","created":"2022-04-04","cited_by_count":0,"area":null},{"id":"2207.04575","title":"A Waste Copper Granules Rating System Based on Machine Vision","created":"2022-07-11","cited_by_count":0,"area":null},{"id":"2208.01254","title":"A Robust Morphological Approach for Semantic Segmentation of Very High Resolution Images","created":"2022-08-02","cited_by_count":0,"area":null},{"id":"2210.05437","title":"DPANET:Dual Pooling Attention Network for Semantic Segmentation","created":"2022-10-11","cited_by_count":0,"area":null},{"id":"2302.11785","title":"Efficient Context Integration through Factorized Pyramidal Learning for Ultra-Lightweight Semantic Segmentation","created":"2023-02-23","cited_by_count":0,"area":null},{"id":"2302.11802","title":"Patch Network for medical image Segmentation","created":"2023-02-23","cited_by_count":0,"area":null},{"id":"2304.00176","title":"Improving extreme weather events detection with light-weight neural networks","created":"2023-03-31","cited_by_count":0,"area":null},{"id":"2304.14114","title":"Towards Precise Weakly Supervised Object Detection via Interactive Contrastive Learning of Context Information","created":"2023-04-27","cited_by_count":0,"area":null},{"id":"2310.15025","title":"P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic Segmentation","created":"2023-10-23","cited_by_count":0,"area":null},{"id":"2312.07207","title":"MCFNet: Multi-scale Covariance Feature Fusion Network for Real-time Semantic Segmentation","created":"2023-12-12","cited_by_count":0,"area":null},{"id":"2409.10269","title":"BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images","created":"2024-09-16","cited_by_count":0,"area":null},{"id":"2410.15208","title":"Low-cost Robust Night-time Aerial Material Segmentation through Hyperspectral Data and Sparse Spatio-Temporal Learning","created":"2024-10-19","cited_by_count":0,"area":null},{"id":"2502.12258","title":"SmokeNet: Efficient Smoke Segmentation Leveraging Multiscale Convolutions and Multiview Attention Mechanisms","created":"2025-02-17","cited_by_count":0,"area":null},{"id":"2503.20830","title":"MedSegNet10: A Publicly Accessible Network Repository for Split Federated Medical Image Segmentation","created":"2025-03-26","cited_by_count":0,"area":null},{"id":"2505.14718","title":"Enhancing Shape Perception and Segmentation Consistency for Industrial Image Inspection","created":"2025-05-19","cited_by_count":0,"area":null},{"id":"2508.16397","title":"A Lightweight Group Multiscale Bidirectional Interactive Network for Real-Time Steel Surface Defect Detection","created":"2025-08-22","cited_by_count":0,"area":null},{"id":"2510.16854","title":"ArmFormer: Lightweight Transformer Architecture for Real-Time Multi-Class Weapon Segmentation and Classification","created":"2025-10-19","cited_by_count":0,"area":null},{"id":"2511.01434","title":"Terrain-Enhanced Resolution-aware Refinement Attention for Off-Road Segmentation","created":"2025-11-03","cited_by_count":0,"area":null},{"id":"2512.23215","title":"AVOID: The Adverse Visual Conditions Dataset with Obstacles for Driving Scene Understanding","created":"2025-12-29","cited_by_count":0,"area":null},{"id":"2601.08371","title":"Geo-NVS-w: Geometry-Aware Novel View Synthesis In-the-Wild with an SDF Renderer","created":"2026-01-13","cited_by_count":0,"area":null},{"id":"2603.14282","title":"Multi-Period Texture Contrast Enhancement for Low-Contrast Wafer Defect Detection and Segmentation","created":"2026-03-15","cited_by_count":0,"area":null},{"id":"2603.27931","title":"A Cross-Scale Decoder with Token Refinement for Off-Road Semantic Segmentation","created":"2026-03-30","cited_by_count":0,"area":null},{"id":"2607.03062","title":"Lightweight Polyp Segmentation via a Gain-Aware Prediction-Space Recursive Controller","created":"2026-07-03","cited_by_count":0,"area":null},{"id":"2607.13802","title":"RainDancer: RGB-Event Video Deraining with Rain-Oriented Spiking Dynamics","created":"2026-07-15","cited_by_count":0,"area":null},{"id":"2607.17754","title":"DA-Fusion: Deformable Attention-Based RGB-D Fusion Transformer for Unseen Object Instance Segmentation","created":"2026-07-20","cited_by_count":0,"area":null},{"id":"2608.15647","title":"Hierarchical Adaptive Feature Refinement Network for VHR Remote Sensing Image Segmentation","created":"2026-08-16","cited_by_count":0,"area":null}],"next_cursor":null}