| TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation | Feb 27, 2022 | Autonomous DrivingKnowledge Distillation | CodeCode Available | 1 |
| Meta-RangeSeg: LiDAR Sequence Semantic Segmentation Using Multiple Feature Aggregation | Feb 27, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| TeachAugment: Data Augmentation Optimization Using Teacher Knowledge | Feb 25, 2022 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Local Intensity Order Transformation for Robust Curvilinear Object Segmentation | Feb 25, 2022 | Crack SegmentationObject | CodeCode Available | 1 |
| RescueNet: A High Resolution UAV Semantic Segmentation Benchmark Dataset for Natural Disaster Damage Assessment | Feb 24, 2022 | Scene UnderstandingSegmentation | CodeCode Available | 1 |
| Factorizer: A Scalable Interpretable Approach to Context Modeling for Medical Image Segmentation | Feb 24, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| The Winning Solution to the iFLYTEK Challenge 2021 Cultivated Land Extraction from High-Resolution Remote Sensing Image | Feb 22, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| PointSCNet: Point Cloud Structure and Correlation Learning Based on Space Filling Curve-Guided Sampling | Feb 21, 2022 | 3D Point Cloud ClassificationSemantic Segmentation | CodeCode Available | 1 |
| 360 Depth Estimation in the Wild -- The Depth360 Dataset and the SegFuse Network | Feb 16, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| SODAR: Segmenting Objects by DynamicallyAggregating Neighboring Mask Representations | Feb 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks | Feb 15, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark | Feb 14, 2022 | Adversarial AttackScene Classification | CodeCode Available | 1 |
| D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation | Feb 14, 2022 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| Towards a Guideline for Evaluation Metrics in Medical Image Segmentation | Feb 10, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| L2B: Learning to Bootstrap Robust Models for Combating Label Noise | Feb 9, 2022 | Image ClassificationImage Segmentation | CodeCode Available | 1 |
| Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation | Feb 8, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations | Feb 8, 2022 | Semantic Segmentation | CodeCode Available | 1 |
| Uncertainty Modeling for Out-of-Distribution Generalization | Feb 8, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | Feb 8, 2022 | DecoderImage Dehazing | CodeCode Available | 1 |
| PSSNet: Planarity-sensible Semantic Segmentation of Large-scale Urban Meshes | Feb 7, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion | Feb 4, 2022 | Computational EfficiencyImage Registration | CodeCode Available | 1 |
| Enhancing Organ at Risk Segmentation with Improved Deep Neural Networks | Feb 3, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Weakly Supervised Nuclei Segmentation via Instance Learning | Feb 3, 2022 | Instance SegmentationRepresentation Learning | CodeCode Available | 1 |
| DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation | Feb 2, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Laplacian2Mesh: Laplacian-Based Mesh Understanding | Feb 1, 2022 | Semantic SegmentationSurface Reconstruction | CodeCode Available | 1 |
| Improving deep neural network generalization and robustness to background bias via layer-wise relevance propagation optimization | Feb 1, 2022 | ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Continual Attentive Fusion for Incremental Learning in Semantic Segmentation | Feb 1, 2022 | Incremental LearningSemantic Segmentation | CodeCode Available | 1 |
| An Embarrassingly Simple Consistency Regularization Method for Semi-Supervised Medical Image Segmentation | Feb 1, 2022 | 3D Medical Imaging SegmentationImage Segmentation | CodeCode Available | 1 |
| Modeling the Background for Incremental and Weakly-Supervised Semantic Segmentation | Jan 31, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Global-Reasoned Multi-Task Learning Model for Surgical Scene Understanding | Jan 28, 2022 | Graph AttentionKnowledge Distillation | CodeCode Available | 1 |
| Few-shot Unsupervised Domain Adaptation for Multi-modal Cardiac Image Segmentation | Jan 28, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Möbius Convolutions for Spherical CNNs | Jan 28, 2022 | DescriptiveImage Segmentation | CodeCode Available | 1 |
| ResiDualGAN: Resize-Residual DualGAN for Cross-Domain Remote Sensing Images Semantic Segmentation | Jan 27, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| DocSegTr: An Instance-Level End-to-End Document Image Segmentation Transformer | Jan 27, 2022 | Decision MakingDocument Layout Analysis | CodeCode Available | 1 |
| Auto-Compressing Subset Pruning for Semantic Image Segmentation | Jan 26, 2022 | channel selectionImage Segmentation | CodeCode Available | 1 |
| MISeval: a Metric Library for Medical Image Segmentation Evaluation | Jan 23, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Improving Across-Dataset Brain Tissue Segmentation Using Transformer | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SegTransVAE: Hybrid CNN -- Transformer with Regularization for medical image segmentation | Jan 21, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DIVA-DAF: A Deep Learning Framework for Historical Document Image Analysis | Jan 20, 2022 | Deep LearningSemantic Segmentation | CodeCode Available | 1 |
| Transformer and CNN Hybrid Deep Neural Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery | Jan 19, 2022 | Boundary DetectionDecoder | CodeCode Available | 1 |
| Contrastive Pretraining for Echocardiography Segmentation with Limited Data | Jan 16, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Flexible Style Image Super-Resolution using Conditional Objective | Jan 13, 2022 | Image Super-ResolutionMulti-Task Learning | CodeCode Available | 1 |
| Spatial-Temporal Map Vehicle Trajectory Detection Using Dynamic Mode Decomposition and Res-UNet+ Neural Networks | Jan 13, 2022 | Semantic Segmentationvehicle detection | CodeCode Available | 1 |
| CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation | Jan 8, 2022 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| Relieving Long-tailed Instance Segmentation via Pairwise Class Balance | Jan 8, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Effect of Prior-based Losses on Segmentation Performance: A Benchmark | Jan 7, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| GPU-Net: Lightweight U-Net with more diverse features | Jan 7, 2022 | GPUImage Segmentation | CodeCode Available | 1 |
| MARIDA: A benchmark for Marine Debris detection from Sentinel-2 remote sensing data | Jan 7, 2022 | Image SegmentationMulti-Label Classification | CodeCode Available | 1 |
| HyperionSolarNet: Solar Panel Detection from Aerial Images | Jan 6, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
