| Visual Transformers: Token-based Image Representation and Processing for Computer Vision | Jun 5, 2020 | General ClassificationImage Classification | CodeCode Available | 1 |
| Boundary-assisted Region Proposal Networks for Nucleus Segmentation | Jun 4, 2020 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 |
| Uncertainty quantification in medical image segmentation with normalizing flows | Jun 4, 2020 | DiversityImage Segmentation | CodeCode Available | 1 |
| BIMCV COVID-19+: a large annotated dataset of RX and CT images from COVID-19 patients | Jun 1, 2020 | Computed Tomography (CT)Diagnostic | CodeCode Available | 1 |
| Stochastic Classifiers for Unsupervised Domain Adaptation | Jun 1, 2020 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems | Jun 1, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| Sparse Layered Graphs for Multi-Object Segmentation | Jun 1, 2020 | ObjectSegmentation | CodeCode Available | 1 |
| Learning Saliency Propagation for Semi-Supervised Instance Segmentation | Jun 1, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Dual Super-Resolution Learning for Semantic Segmentation | Jun 1, 2020 | Crack SegmentationImage Super-Resolution | CodeCode Available | 1 |
| Learning Integral Objects With Intra-Class Discriminator for Weakly-Supervised Semantic Segmentation | Jun 1, 2020 | General ClassificationSegmentation | CodeCode Available | 1 |
| Interactive Object Segmentation With Inside-Outside Guidance | Jun 1, 2020 | Instance SegmentationInteractive Segmentation | CodeCode Available | 1 |
| D2Det: Towards High Quality Object Detection and Instance Segmentation | Jun 1, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| 3D Part Guided Image Editing for Fine-Grained Object Understanding | Jun 1, 2020 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Improving Convolutional Networks With Self-Calibrated Convolutions | Jun 1, 2020 | Instance SegmentationKeypoint Detection | CodeCode Available | 1 |
| 3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation | Jun 1, 2020 | 3D Object Detection3D Semantic Instance Segmentation | CodeCode Available | 1 |
| Towards Photo-Realistic Virtual Try-On by Adaptively Generating-Preserving Image Content | Jun 1, 2020 | Layout GenerationSemantic Segmentation | CodeCode Available | 1 |
| A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial | Jun 1, 2020 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Computing the Testing Error Without a Testing Set | Jun 1, 2020 | Object RecognitionSemantic Segmentation | CodeCode Available | 1 |
| Online Knowledge Distillation via Collaborative Learning | Jun 1, 2020 | Knowledge DistillationModel Compression | CodeCode Available | 1 |
| CenterMask: Real-Time Anchor-Free Instance Segmentation | Jun 1, 2020 | Instance SegmentationReal-time Instance Segmentation | CodeCode Available | 1 |
| A deeply supervised image fusion network for change detection in high resolution bi-temporal remote sensing images | Jun 1, 2020 | Change DetectionSemantic Segmentation | CodeCode Available | 1 |
| DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation | May 31, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| Super-BPD: Super Boundary-to-Pixel Direction for Fast Image Segmentation | May 30, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| NuClick: A Deep Learning Framework for Interactive Segmentation of Microscopy Images | May 29, 2020 | Instance SegmentationInteractive Segmentation | CodeCode Available | 1 |
| Traditional Method Inspired Deep Neural Network for Edge Detection | May 28, 2020 | Edge DetectionImage Segmentation | CodeCode Available | 1 |
| Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation | May 28, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| AutoSweep: Recovering 3D Editable Objectsfrom a Single Photograph | May 27, 2020 | 3D ReconstructionInstance Segmentation | CodeCode Available | 1 |
| Poly-YOLO: higher speed, more precise detection and instance segmentation for YOLOv3 | May 27, 2020 | Instance SegmentationSemantic Segmentation | 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 |
| Attention-guided Context Feature Pyramid Network for Object Detection | May 23, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation | May 22, 2020 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| Towards Streaming Perception | May 21, 2020 | Instance SegmentationMotion Forecasting | CodeCode Available | 1 |
| Manifold Alignment for Semantically Aligned Style Transfer | May 21, 2020 | Semantic SegmentationStyle Transfer | 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 |
| Lung Segmentation from Chest X-rays using Variational Data Imputation | May 20, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Single-Stage Semantic Segmentation from Image Labels | May 16, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation | May 14, 2020 | Dimensionality ReductionImage Retrieval | 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 |
| ECG-DelNet: Delineation of Ambulatory Electrocardiograms with Mixed Quality Labeling Using Neural Networks | May 11, 2020 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Understanding Dynamic Scenes using Graph Convolution Networks | May 9, 2020 | Motion SegmentationSemantic Segmentation | CodeCode Available | 1 |
| A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye View | May 8, 2020 | Bird View SynthesisCross-View Image-to-Image Translation | CodeCode Available | 1 |
| Source-Relaxed Domain Adaptation for Image Segmentation | May 7, 2020 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation | May 7, 2020 | ClusteringGPU | 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 |
| LandCover.ai: Dataset for Automatic Mapping of Buildings, Woodlands, Water and Roads from Aerial Imagery | May 5, 2020 | Bird's-Eye View Semantic SegmentationChange 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 |
| CARRADA Dataset: Camera and Automotive Radar with Range-Angle-Doppler Annotations | May 4, 2020 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
