| Learning the Pareto Front with Hypernetworks | Oct 8, 2020 | FairnessMultiobjective Optimization | CodeCode Available | 1 |
| Automatic Data Augmentation for 3D Medical Image Segmentation | Oct 7, 2020 | Data AugmentationDiversity | CodeCode Available | 1 |
| Vec2Instance: Parameterization for Deep Instance Segmentation | Oct 6, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Local Label Point Correction for Edge Detection of Overlapping Cervical Cells | Oct 5, 2020 | Cell SegmentationEdge Detection | CodeCode Available | 1 |
| KiU-Net: Overcomplete Convolutional Architectures for Biomedical Image and Volumetric Segmentation | Oct 4, 2020 | 3D Medical Imaging SegmentationBrain Tumor Segmentation | CodeCode Available | 1 |
| MitoEM Dataset: Large-scale 3D Mitochondria Instance Segmentation from EM Images | Oct 4, 2020 | 3D Instance SegmentationDiversity | CodeCode Available | 1 |
| Neural Bootstrapper | Oct 2, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 |
| AIM 2020 Challenge on Image Extreme Inpainting | Oct 2, 2020 | Image InpaintingSemantic Segmentation | CodeCode Available | 1 |
| Unsupervised Point Cloud Pre-Training via Occlusion Completion | Oct 2, 2020 | 3D Point Cloud Linear ClassificationDecoder | CodeCode Available | 1 |
| Hard Negative Mixing for Contrastive Learning | Oct 2, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Linguistic Structure Guided Context Modeling for Referring Image Segmentation | Oct 1, 2020 | Dependency ParsingImage Segmentation | CodeCode Available | 1 |
| Referring Image Segmentation via Cross-Modal Progressive Comprehension | Oct 1, 2020 | AttributeImage Segmentation | CodeCode Available | 1 |
| Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect | Sep 28, 2020 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Affinity Space Adaptation for Semantic Segmentation Across Domains | Sep 26, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation | Sep 25, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters | Sep 25, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| BoMuDANet: Unsupervised Adaptation for Visual Scene Understanding in Unstructured Driving Environments | Sep 22, 2020 | Domain AdaptationScene Understanding | CodeCode Available | 1 |
| CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation | Sep 22, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Learning Spatio-Appearance Memory Network for High-Performance Visual Tracking | Sep 21, 2020 | Object TrackingSegmentation | CodeCode Available | 1 |
| Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup | Sep 15, 2020 | Adversarial RobustnessImage Classification | CodeCode Available | 1 |
| RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning | Sep 14, 2020 | GPUKeypoint Detection | CodeCode Available | 1 |
| EfficientSeg: An Efficient Semantic Segmentation Network | Sep 14, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Multi-Spectral Image Synthesis for Crop/Weed Segmentation in Precision Farming | Sep 12, 2020 | Data AugmentationImage Generation | CodeCode Available | 1 |
| PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images | Sep 11, 2020 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 |
| Leveraging Instance-, Image- and Dataset-Level Information for Weakly Supervised Instance Segmentation | Sep 10, 2020 | Image-level Supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
