| Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation | May 28, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Joint Learning of Vessel Segmentation and Artery/Vein Classification with Post-processing | May 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 |
| NDD20: A large-scale few-shot dolphin dataset for coarse and fine-grained categorisation | May 27, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation | May 22, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| AutoML Segmentation for 3D Medical Image Data: Contribution to the MSD Challenge 2018 | May 20, 2020 | 3D Semantic SegmentationAutoML | CodeCode Available | 1 |
| Single-Stage Semantic Segmentation from Image Labels | May 16, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DiResNet: Direction-aware Residual Network for Road Extraction in VHR Remote Sensing Images | May 14, 2020 | Segmentation | CodeCode Available | 1 |
| Neural Architecture Search for Gliomas Segmentation on Multimodal Magnetic Resonance Imaging | May 13, 2020 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Super-Resolution Domain Adaptation Networks for Semantic Segmentation via Pixel and Output Level Aligning | May 13, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Stillleben: Realistic Scene Synthesis for Deep Learning in Robotics | May 12, 2020 | Deep Learningobject-detection | CodeCode Available | 1 |
| Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels | May 12, 2020 | Autonomous Drivingclass-incremental learning | CodeCode Available | 1 |
| Source-Relaxed Domain Adaptation for Image Segmentation | May 7, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Learning to Segment Actions from Observation and Narration | May 7, 2020 | Action SegmentationSegmentation | CodeCode Available | 1 |
| Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation | May 7, 2020 | ClusteringGPU | CodeCode Available | 1 |
| DenoiSeg: Joint Denoising and Segmentation | May 6, 2020 | DenoisingFew-Shot Learning | CodeCode Available | 1 |
| CascadePSP: Toward Class-Agnostic and Very High-Resolution Segmentation via Global and Local Refinement | May 6, 2020 | 4kLand Cover Classification | CodeCode Available | 1 |
| Sub-Image Anomaly Detection with Deep Pyramid Correspondences | May 5, 2020 | Anomaly ClassificationAnomaly Detection | CodeCode Available | 1 |
| Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting | May 5, 2020 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 |
| Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation | May 3, 2020 | Machine TranslationSegmentation | CodeCode Available | 1 |
| DroTrack: High-speed Drone-based Object Tracking Under Uncertainty | May 2, 2020 | drone-based object trackingObject | CodeCode Available | 1 |
| ThaiLMCut: Unsupervised Pretraining for Thai Word Segmentation | May 1, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Importance Driven Continual Learning for Segmentation Across Domains | Apr 30, 2020 | Brain SegmentationContinual Learning | CodeCode Available | 1 |
| Text Segmentation by Cross Segment Attention | Apr 30, 2020 | Discourse SegmentationInformation Retrieval | CodeCode Available | 1 |
| Polygonal Building Segmentation by Frame Field Learning | Apr 30, 2020 | Image SegmentationMulti-Task Learning | CodeCode Available | 1 |
| The International Workshop on Osteoarthritis Imaging Knee MRI Segmentation Challenge: A Multi-Institute Evaluation and Analysis Framework on a Standardized Dataset | Apr 29, 2020 | MRI segmentationSegmentation | CodeCode Available | 1 |
| An Auto-Encoder Strategy for Adaptive Image Segmentation | Apr 29, 2020 | Image SegmentationRepresentation Learning | CodeCode Available | 1 |
| Towards Reasonably-Sized Character-Level Transformer NMT by Finetuning Subword Systems | Apr 29, 2020 | Machine TranslationNMT | CodeCode Available | 1 |
| FU-net: Multi-class Image Segmentation Using Feedback Weighted U-net | Apr 28, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| DRU-net: An Efficient Deep Convolutional Neural Network for Medical Image Segmentation | Apr 28, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| A Deep Attentive Convolutional Neural Network for Automatic Cortical Plate Segmentation in Fetal MRI | Apr 27, 2020 | Segmentation | CodeCode Available | 1 |
| Towards Data-Efficient Learning: A Benchmark for COVID-19 CT Lung and Infection Segmentation | Apr 27, 2020 | Domain GeneralizationFew-Shot Learning | CodeCode Available | 1 |
| DeepSeg: Deep Neural Network Framework for Automatic Brain Tumor Segmentation using Magnetic Resonance FLAIR Images | Apr 26, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| A Global Benchmark of Algorithms for Segmenting Late Gadolinium-Enhanced Cardiac Magnetic Resonance Imaging | Apr 26, 2020 | BenchmarkingLeft Atrium Segmentation | CodeCode Available | 1 |
| Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset | Apr 26, 2020 | AttributeFine-Grained Visual Categorization | CodeCode Available | 1 |
| Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images | Apr 22, 2020 | Camouflage SegmentationComputed Tomography (CT) | CodeCode Available | 1 |
| Red-GAN: Attacking class imbalance via conditioned generation. Yet another perspective on medical image synthesis for skin lesion dermoscopy and brain tumor MRI | Apr 22, 2020 | Data AugmentationImage Generation | CodeCode Available | 1 |
| MiniSeg: An Extremely Minimum Network for Efficient COVID-19 Segmentation | Apr 21, 2020 | Computational EfficiencyCOVID-19 Diagnosis | CodeCode Available | 1 |
| Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints | Apr 21, 2020 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| The 1st Agriculture-Vision Challenge: Methods and Results | Apr 21, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| UNet 3+: A Full-Scale Connected UNet for Medical Image Segmentation | Apr 19, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| Multi-Scale Supervised 3D U-Net for Kidneys and Kidney Tumor Segmentation | Apr 17, 2020 | Computed Tomography (CT)Segmentation | CodeCode Available | 1 |
| JCS: An Explainable COVID-19 Diagnosis System by Joint Classification and Segmentation | Apr 15, 2020 | COVID-19 DiagnosisDiagnostic | CodeCode Available | 1 |
| Phase Consistent Ecological Domain Adaptation | Apr 10, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Weakly supervised multiple instance learning histopathological tumor segmentation | Apr 10, 2020 | Histopathological SegmentationImage Segmentation | CodeCode Available | 1 |
| Spatial Information Guided Convolution for Real-Time RGBD Semantic Segmentation | Apr 9, 2020 | RGBD Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Test-Time Adaptable Neural Networks for Robust Medical Image Segmentation | Apr 9, 2020 | DenoisingDomain Generalization | CodeCode Available | 1 |
| Weakly Supervised Semantic Point Cloud Segmentation:Towards 10X Fewer Labels | Apr 8, 2020 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 |
| Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation | Apr 7, 2020 | Lesion SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Motion-supervised Co-Part Segmentation | Apr 7, 2020 | SegmentationUnsupervised Human Pose Estimation | CodeCode Available | 1 |
| A Local-to-Global Approach to Multi-modal Movie Scene Segmentation | Apr 6, 2020 | Action RecognitionScene Segmentation | CodeCode Available | 1 |
