| An Elastic Interaction-Based Loss Function for Medical Image Segmentation | Jul 6, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Point-Set Anchors for Object Detection, Instance Segmentation and Pose Estimation | Jul 6, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| Leveraging Class Hierarchies with Metric-Guided Prototype Learning | Jul 6, 2020 | General ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Anatomical Data Augmentation via Fluid-based Image Registration | Jul 5, 2020 | Data AugmentationImage Augmentation | CodeCode Available | 1 |
| PointTrack++ for Effective Online Multi-Object Tracking and Segmentation | Jul 3, 2020 | Data AugmentationDecoder | CodeCode Available | 1 |
| Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation | Jul 3, 2020 | ObjectObject Localization | CodeCode Available | 1 |
| Rethinking Channel Dimensions for Efficient Model Design | Jul 2, 2020 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates | Jul 2, 2020 | Deep AttentionImage Segmentation | CodeCode Available | 1 |
| BiO-Net: Learning Recurrent Bi-directional Connections for Encoder-Decoder Architecture | Jul 1, 2020 | DecoderDenoising | CodeCode Available | 1 |
| Robust Semantic Segmentation in Adverse Weather Conditions by means of Fast Video-Sequence Segmentation | Jul 1, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| The IKEA ASM Dataset: Understanding People Assembling Furniture through Actions, Objects and Pose | Jul 1, 2020 | Action RecognitionObject | CodeCode Available | 1 |
| Weakly-Supervised Segmentation for Disease Localization in Chest X-Ray Images | Jul 1, 2020 | Relation NetworkSegmentation | CodeCode Available | 1 |
| Learning Geocentric Object Pose in Oblique Monocular Images | Jul 1, 2020 | Earth ObservationObject | CodeCode Available | 1 |
| MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos | Jun 30, 2020 | Instance SegmentationRegion Proposal | CodeCode Available | 1 |
| Generalisable 3D Fabric Architecture for Streamlined Universal Multi-Dataset Medical Image Segmentation | Jun 28, 2020 | AnatomyImage Segmentation | CodeCode Available | 1 |
| A survey of loss functions for semantic segmentation | Jun 26, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| RPM-Net: Recurrent Prediction of Motion and Parts from Point Cloud | Jun 26, 2020 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| Fully Convolutional Open Set Segmentation | Jun 25, 2020 | Open Set LearningSegmentation | CodeCode Available | 1 |
| Automated Chest CT Image Segmentation of COVID-19 Lung Infection based on 3D U-Net | Jun 24, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Affinity Fusion Graph-based Framework for Natural Image Segmentation | Jun 24, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Realistic Adversarial Data Augmentation for MR Image Segmentation | Jun 23, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Calibrated Adversarial Refinement for Stochastic Semantic Segmentation | Jun 23, 2020 | Semantic Segmentationvalid | CodeCode Available | 1 |
| Few-shot 3D Point Cloud Semantic Segmentation | Jun 22, 2020 | Few-shot 3D Point Cloud Semantic SegmentationSegmentation | CodeCode Available | 1 |
| HookNet: multi-resolution convolutional neural networks for semantic segmentation in histopathology whole-slide images | Jun 22, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search | Jun 21, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition | Jun 20, 2020 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Embedded Encoder-Decoder in Convolutional Networks Towards Explainable AI | Jun 19, 2020 | DecoderExplainable artificial intelligence | CodeCode Available | 1 |
| Video Panoptic Segmentation | Jun 19, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Tent: Fully Test-time Adaptation by Entropy Minimization | Jun 18, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Video Moment Localization using Object Evidence and Reverse Captioning | Jun 18, 2020 | Language-Based Temporal LocalizationLanguage Modelling | CodeCode Available | 1 |
| Contrastive learning of global and local features for medical image segmentation with limited annotations | Jun 18, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax | Jun 18, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Video Semantic Segmentation with Distortion-Aware Feature Correction | Jun 18, 2020 | Image SegmentationOptical Flow Estimation | CodeCode Available | 1 |
| Spin-Weighted Spherical CNNs | Jun 18, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| FrostNet: Towards Quantization-Aware Network Architecture Search | Jun 17, 2020 | Object DetectionQuantization | CodeCode Available | 1 |
| Multiscale Deep Equilibrium Models | Jun 15, 2020 | General Classificationimage-classification | CodeCode Available | 1 |
| Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images through Generative Latent Search | Jun 15, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation | Jun 15, 2020 | Domain AdaptationSelf-Supervised Learning | CodeCode Available | 1 |
| Coherent Reconstruction of Multiple Humans from a Single Image | Jun 15, 2020 | 3D Depth Estimation3D Human Reconstruction | CodeCode Available | 1 |
| Cardiac Segmentation with Strong Anatomical Guarantees | Jun 15, 2020 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| GradAug: A New Regularization Method for Deep Neural Networks | Jun 14, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Real-Time Video Inference on Edge Devices via Adaptive Model Streaming | Jun 11, 2020 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 |
| Rethinking Pre-training and Self-training | Jun 11, 2020 | Data AugmentationObject | CodeCode Available | 1 |
| VirTex: Learning Visual Representations from Textual Annotations | Jun 11, 2020 | General ClassificationImage Captioning | CodeCode Available | 1 |
| Disentangled Non-Local Neural Networks | Jun 11, 2020 | Action Recognitionobject-detection | CodeCode Available | 1 |
| Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty | Jun 10, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| MeshWalker: Deep Mesh Understanding by Random Walks | Jun 9, 2020 | 3D Classification3D Object Recognition | CodeCode Available | 1 |
| Object Segmentation Without Labels with Large-Scale Generative Models | Jun 8, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| KiU-Net: Towards Accurate Segmentation of Biomedical Images using Over-complete Representations | Jun 8, 2020 | AnatomyImage Segmentation | CodeCode Available | 1 |
| DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation | Jun 8, 2020 | Cell SegmentationColorectal Polyps Characterization | CodeCode Available | 1 |
