| Image Synthesis From Layout With Locality-Aware Mask Adaption | Jan 1, 2021 | Image GenerationObject | CodeCode Available | 1 |
| Learning Motion-Appearance Co-Attention for Zero-Shot Video Object Segmentation | Jan 1, 2021 | Semantic SegmentationUnsupervised Video Object Segmentation | CodeCode Available | 1 |
| CDNet: Centripetal Direction Network for Nuclear Instance Segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Recall Loss for Imbalanced Image Classification and Semantic Segmentation | Jan 1, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Superpoint Network for Point Cloud Oversegmentation | Jan 1, 2021 | ClusteringSemantic Segmentation | CodeCode Available | 1 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 |
| Semi-supervised Cardiac Image Segmentation via Label Propagation and Style Transfer | Dec 29, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Histogram Matching Augmentation for Domain Adaptation with Application to Multi-Centre, Multi-Vendor and Multi-Disease Cardiac Image Segmentation | Dec 27, 2020 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Inception Convolution with Efficient Dilation Search | Dec 25, 2020 | Human DetectionInstance Segmentation | CodeCode Available | 1 |
| Pit30M: A Benchmark for Global Localization in the Age of Self-Driving Cars | Dec 23, 2020 | LIDAR Semantic SegmentationRetrieval | CodeCode Available | 1 |
| Semantic Segmentation on Swiss3DCities: A Benchmark Study on Aerial Photogrammetric 3D Pointcloud Dataset | Dec 23, 2020 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| SWA Object Detection | Dec 23, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| FcaNet: Frequency Channel Attention Networks | Dec 22, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| HyperSeg: Patch-wise Hypernetwork for Real-time Semantic Segmentation | Dec 21, 2020 | DecoderDichotomous Image Segmentation | CodeCode Available | 1 |
| Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation | Dec 21, 2020 | One-shot visual object segmentationSegmentation | CodeCode Available | 1 |
| Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation | Dec 19, 2020 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| SCNet: Training Inference Sample Consistency for Instance Segmentation | Dec 18, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware Modelling | Dec 17, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Towards Recognizing New Semantic Concepts in New Visual Domains | Dec 16, 2020 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Point Transformer | Dec 16, 2020 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts | Dec 16, 2020 | 3D Semantic SegmentationInstance Segmentation | CodeCode Available | 1 |
| Teach me to segment with mixed supervision: Confident students become masters | Dec 15, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| FINED: Fast Inference Network for Edge Detection | Dec 15, 2020 | Deep LearningEdge Detection | CodeCode Available | 1 |
| Fine-Grained Vehicle Perception via 3D Part-Guided Visual Data Augmentation | Dec 15, 2020 | Autonomous DrivingData Augmentation | CodeCode Available | 1 |
| Scaling Semantic Segmentation Beyond 1K Classes on a Single GPU | Dec 14, 2020 | GPUimage-classification | CodeCode Available | 1 |
| OCTA-500: A Retinal Dataset for Optical Coherence Tomography Angiography Study | Dec 14, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation | Dec 13, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Meticulous Object Segmentation | Dec 13, 2020 | 2k4k | CodeCode Available | 1 |
| Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation | Dec 13, 2020 | Data AugmentationImage Augmentation | CodeCode Available | 1 |
| Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline | Dec 11, 2020 | DiagnosticGeneral Classification | CodeCode Available | 1 |
| Full-Glow: Fully conditional Glow for more realistic image generation | Dec 10, 2020 | Image GenerationObject Recognition | CodeCode Available | 1 |
| Self-Supervised Learning of Lidar Segmentation for Autonomous Indoor Navigation | Dec 10, 2020 | NavigatePoint Cloud Segmentation | CodeCode Available | 1 |
| Annotation-efficient deep learning for automatic medical image segmentation | Dec 9, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation | Dec 9, 2020 | General ClassificationOut-of-Distribution Detection | CodeCode Available | 1 |
| Contrastive Transformation for Self-supervised Correspondence Learning | Dec 9, 2020 | Object TrackingSelf-Supervised Learning | CodeCode Available | 1 |
| Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation | Dec 9, 2020 | Graph Neural NetworkSegmentation | CodeCode Available | 1 |
| Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering | Dec 8, 2020 | ClusteringConstrained Clustering | CodeCode Available | 1 |
| Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery | Dec 8, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| The Lottery Ticket Hypothesis for Object Recognition | Dec 8, 2020 | Instance SegmentationKeypoint Estimation | CodeCode Available | 1 |
| You Only Need Adversarial Supervision for Semantic Image Synthesis | Dec 8, 2020 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 |
| 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 |
| Structural Text Segmentation of Legal Documents | Dec 7, 2020 | Change DetectionInformation Retrieval | CodeCode Available | 1 |
| CompFeat: Comprehensive Feature Aggregation for Video Instance Segmentation | Dec 7, 2020 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding | Dec 5, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| SAM: Self-supervised Learning of Pixel-wise Anatomical Embeddings in Radiological Images | Dec 4, 2020 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| Encoding the latent posterior of Bayesian Neural Networks for uncertainty quantification | Dec 4, 2020 | Bayesian InferenceDecision Making Under Uncertainty | CodeCode Available | 1 |
| PeR-ViS: Person Retrieval in Video Surveillance using Semantic Description | Dec 4, 2020 | Human DetectionInstance Segmentation | CodeCode Available | 1 |
| Make One-Shot Video Object Segmentation Efficient Again | Dec 3, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Aerial Imagery Pixel-level Segmentation | Dec 3, 2020 | Data AugmentationSegmentation | CodeCode Available | 1 |
