| 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 |
| Local Intensity Order Transformation for Robust Curvilinear Object Segmentation | Feb 25, 2022 | Crack SegmentationObject | CodeCode Available | 1 |
| TeachAugment: Data Augmentation Optimization Using Teacher Knowledge | Feb 25, 2022 | Data Augmentationimage-classification | 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 |
| RescueNet: A High Resolution UAV Semantic Segmentation Benchmark Dataset for Natural Disaster Damage Assessment | Feb 24, 2022 | Scene UnderstandingSegmentation | 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 |
| Uncertainty Modeling for Out-of-Distribution Generalization | Feb 8, 2022 | image-classificationImage Classification | 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 |
| A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing | Feb 8, 2022 | DecoderImage Dehazing | 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 |
| 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 |
