| Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering | Dec 8, 2020 | ClusteringConstrained Clustering | CodeCode Available | 1 |
| Continual Adaptation of Visual Representations via Domain Randomization and Meta-learning | Dec 8, 2020 | Meta-LearningSemantic Segmentation | CodeCode Available | 0 |
| nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation | Dec 7, 2020 | Image Segmentationscientific discovery | —Unverified | 0 |
| CARAFE++: Unified Content-Aware ReAssembly of FEatures | Dec 7, 2020 | Image InpaintingInstance Segmentation | —Unverified | 0 |
| Learning Video Instance Segmentation with Recurrent Graph Neural Networks | Dec 7, 2020 | Graph Neural NetworkInstance Segmentation | —Unverified | 0 |
| Ada-Segment: Automated Multi-loss Adaptation for Panoptic Segmentation | Dec 7, 2020 | Instance SegmentationPanoptic Segmentation | —Unverified | 0 |
| CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation | Dec 7, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| The Role of Regularization in Shaping Weight and Node Pruning Dependency and Dynamics | Dec 7, 2020 | General ClassificationInstance Segmentation | —Unverified | 0 |
| Structural Text Segmentation of Legal Documents | Dec 7, 2020 | Change DetectionInformation Retrieval | CodeCode Available | 1 |
| Rotation-Invariant Point Convolution With Multiple Equivariant Alignments | Dec 7, 2020 | Deep LearningSemantic Segmentation | —Unverified | 0 |
| Sparse Single Sweep LiDAR Point Cloud Segmentation via Learning Contextual Shape Priors from Scene Completion | Dec 7, 2020 | 3D Semantic Scene Completion3D Semantic Scene Completion from a single RGB image | CodeCode Available | 1 |
| Rethinking Learnable Tree Filter for Generic Feature Transform | Dec 7, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Self-Training for Class-Incremental Semantic Segmentation | Dec 6, 2020 | Class-Incremental Semantic SegmentationIncremental Learning | —Unverified | 0 |
| Computer Stereo Vision for Autonomous Driving | Dec 6, 2020 | Autonomous DrivingCPU | —Unverified | 0 |
| FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding | Dec 5, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks | Dec 5, 2020 | Image-to-Image TranslationLand Cover Classification | —Unverified | 0 |
| Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification | Dec 4, 2020 | Bayesian InferenceDecision Making Under Uncertainty | CodeCode Available | 1 |
| F2Net: Learning to Focus on the Foreground for Unsupervised Video Object Segmentation | Dec 4, 2020 | Semantic SegmentationUnsupervised Video Object Segmentation | —Unverified | 0 |
| Offset Curves Loss for Imbalanced Problem in Medical Segmentation | Dec 4, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| PeR-ViS: Person Retrieval in Video Surveillance using Semantic Description | Dec 4, 2020 | Human DetectionInstance Segmentation | CodeCode Available | 1 |
| SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images | Dec 4, 2020 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models | Dec 3, 2020 | General Classificationimage-classification | —Unverified | 0 |
| Single-shot Path Integrated Panoptic Segmentation | Dec 3, 2020 | Instance SegmentationPanoptic Segmentation | —Unverified | 0 |
| Robust Instance Segmentation through Reasoning about Multi-Object Occlusion | Dec 3, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| Towards Part-Based Understanding of RGB-D Scans | Dec 3, 2020 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
