| LVIS: A Dataset for Large Vocabulary Instance Segmentation | Aug 8, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| Incremental Learning Techniques for Semantic Segmentation | Jul 31, 2019 | Disjoint 10-1Disjoint 15-1 | CodeCode Available | 1 |
| Grid Saliency for Context Explanations of Semantic Segmentation | Jul 30, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos | Jul 26, 2019 | Data AugmentationObject Tracking | CodeCode Available | 1 |
| Overfitting of neural nets under class imbalance: Analysis and improvements for segmentation | Jul 25, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Segmenting Objects in Day and Night:Edge-Conditioned CNN for Thermal Image Semantic Segmentation | Jul 24, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation | Jul 16, 2019 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| Separable Convolutional LSTMs for Faster Video Segmentation | Jul 16, 2019 | GPUImage Segmentation | CodeCode Available | 1 |
| Vector Quantized Bayesian Neural Network Inference for Data Streams | Jul 12, 2019 | Semantic Segmentation | CodeCode Available | 1 |
| Deep Active Learning for Axon-Myelin Segmentation on Histology Data | Jul 11, 2019 | Active LearningAnatomy | CodeCode Available | 1 |
| Spectral Clustering with Graph Neural Networks for Graph Pooling | Jun 30, 2019 | ClusteringGraph Classification | CodeCode Available | 1 |
| Instance Segmentation by Jointly Optimizing Spatial Embeddings and Clustering Bandwidth | Jun 26, 2019 | Autonomous DrivingClustering | CodeCode Available | 1 |
| Unsupervised Learning of Object Keypoints for Perception and Control | Jun 19, 2019 | 3D Action Recognitionimage-classification | CodeCode Available | 1 |
| SEN12MS -- A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion | Jun 18, 2019 | Cloud ComputingDiversity | CodeCode Available | 1 |
| MMDetection: Open MMLab Detection Toolbox and Benchmark | Jun 17, 2019 | BenchmarkingInstance Segmentation | CodeCode Available | 1 |
| Mask Based Unsupervised Content Transfer | Jun 15, 2019 | Semantic SegmentationTranslation | CodeCode Available | 1 |
| A Partially Reversible U-Net for Memory-Efficient Volumetric Image Segmentation | Jun 14, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| Topology-Preserving Deep Image Segmentation | Jun 12, 2019 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Data-Free Quantization Through Weight Equalization and Bias Correction | Jun 11, 2019 | Data Free Quantizationobject-detection | CodeCode Available | 1 |
| `Project & Excite' Modules for Segmentation of Volumetric Medical Scans | Jun 11, 2019 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| PHiSeg: Capturing Uncertainty in Medical Image Segmentation | Jun 7, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Risky Action Recognition in Lane Change Video Clips using Deep Spatiotemporal Networks with Segmentation Mask Transfer | Jun 7, 2019 | Action RecognitionGeneral Classification | CodeCode Available | 1 |
| Semi-supervised semantic segmentation needs strong, varied perturbations | Jun 5, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| Learning Object Bounding Boxes for 3D Instance Segmentation on Point Clouds | Jun 4, 2019 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| Zero-Shot Semantic Segmentation | Jun 3, 2019 | General ClassificationSegmentation | CodeCode Available | 1 |
| A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities | May 30, 2019 | DiversityInductive Bias | CodeCode Available | 1 |
| iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images | May 30, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features | May 13, 2019 | Domain GeneralizationImage Captioning | CodeCode Available | 1 |
| Simultaneous Object Detection and Semantic Segmentation | May 6, 2019 | Objectobject-detection | CodeCode Available | 1 |
| Searching for MobileNetV3 | May 6, 2019 | ClassificationDecoder | CodeCode Available | 1 |
| Image Recoloring Based on Object Color Distributions | May 6, 2019 | ObjectSegmentation | CodeCode Available | 1 |
| Semantic Segmentation of Video Sequences with Convolutional LSTMs | May 3, 2019 | DecoderImage Segmentation | CodeCode Available | 1 |
| Precise Synthetic Image and LiDAR (PreSIL) Dataset for Autonomous Vehicle Perception | May 1, 2019 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning | Apr 26, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Bidirectional Learning for Domain Adaptation of Semantic Segmentation | Apr 24, 2019 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| An Energy and GPU-Computation Efficient Backbone Network for Real-Time Object Detection | Apr 22, 2019 | GPUobject-detection | CodeCode Available | 1 |
| KPConv: Flexible and Deformable Convolution for Point Clouds | Apr 18, 2019 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 |
| Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations | Apr 10, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| High-Resolution Representations for Labeling Pixels and Regions | Apr 9, 2019 | Face AlignmentFacial Landmark Detection | CodeCode Available | 1 |
| Mumford-Shah Loss Functional for Image Segmentation with Deep Learning | Apr 5, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Template-Based Automatic Search of Compact Semantic Segmentation Architectures | Apr 4, 2019 | General ClassificationHoldout Set | CodeCode Available | 1 |
| YOLACT: Real-time Instance Segmentation | Apr 4, 2019 | GPUInstance Segmentation | CodeCode Available | 1 |
| GFF: Gated Fully Fusion for Semantic Segmentation | Apr 3, 2019 | Scene ParsingScene Understanding | CodeCode Available | 1 |
| FCOS: Fully Convolutional One-Stage Object Detection | Apr 2, 2019 | 2D Object DetectionObject | CodeCode Available | 1 |
| Video Object Segmentation using Space-Time Memory Networks | Apr 1, 2019 | Interactive Video Object SegmentationObject | CodeCode Available | 1 |
| Variational Adversarial Active Learning | Mar 31, 2019 | Active Learningimage-classification | CodeCode Available | 1 |
| In Defense of Pre-trained ImageNet Architectures for Real-time Semantic Segmentation of Road-driving Images | Mar 20, 2019 | Real-Time Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Augmentation for small object detection | Feb 19, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| Gauge Equivariant Convolutional Networks and the Icosahedral CNN | Feb 11, 2019 | Semantic Segmentation | CodeCode Available | 1 |
| 'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images | Feb 4, 2019 | Few-Shot LearningImage Segmentation | CodeCode Available | 1 |
