| Wasserstein Adversarial Regularization (WAR) on label noise | Apr 8, 2019 | Semantic Segmentation | CodeCode Available | 0 |
| Weakly Supervised Semantic Segmentation of Satellite Images | Apr 8, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Constrained Deep Networks: Lagrangian Optimization via Log-Barrier Extensions | Apr 8, 2019 | Image SegmentationSemantic Segmentation | CodeCode Available | 0 |
| From Patch to Image Segmentation using Fully Convolutional Networks -- Application to Retinal Images | Apr 8, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Adaptive Morphological Reconstruction for Seeded Image Segmentation | Apr 8, 2019 | Image SegmentationSegmentation | CodeCode Available | 0 |
| DeepGCNs: Can GCNs Go as Deep as CNNs? | Apr 7, 2019 | 3D Semantic SegmentationGraph Classification | CodeCode Available | 0 |
| C2S2: Cost-aware Channel Sparse Selection for Progressive Network Pruning | Apr 6, 2019 | channel selectionimage-classification | —Unverified | 0 |
| ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors | Apr 5, 2019 | Instance SegmentationObject | —Unverified | 0 |
| The Fishyscapes Benchmark: Measuring Blind Spots in Semantic Segmentation | Apr 5, 2019 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 |
| Spatiotemporal CNN for Video Object Segmentation | Apr 4, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| Improved Inference via Deep Input Transfer | Apr 4, 2019 | Image SegmentationLesion Segmentation | —Unverified | 0 |
| DeceptionNet: Network-Driven Domain Randomization | Apr 4, 2019 | ColorizationDomain Adaptation | —Unverified | 0 |
| Architecture Search of Dynamic Cells for Semantic Video Segmentation | Apr 4, 2019 | GPUNeural Architecture Search | —Unverified | 0 |
| ConvPoint: Continuous Convolutions for Point Cloud Processing | Apr 4, 2019 | 3D Part Segmentation3D Semantic Segmentation | CodeCode Available | 0 |
| 3D Face Reconstruction Using Color Photometric Stereo with Uncalibrated Near Point Lights | Apr 4, 2019 | 3D Face ReconstructionFace Reconstruction | —Unverified | 0 |
| Few-shot brain segmentation from weakly labeled data with deep heteroscedastic multi-task networks | Apr 4, 2019 | AnatomyBrain Segmentation | —Unverified | 0 |
| DFANet: Deep Feature Aggregation for Real-Time Semantic Segmentation | Apr 3, 2019 | Real-Time Semantic SegmentationSegmentation | CodeCode Available | 0 |
| 3D-BEVIS: Bird's-Eye-View Instance Segmentation | Apr 3, 2019 | 3D Instance Segmentation3D Semantic Instance Segmentation | —Unverified | 0 |
| A Comprehensive Overhaul of Feature Distillation | Apr 3, 2019 | General Classificationimage-classification | CodeCode Available | 0 |
| MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based Tasks | Apr 3, 2019 | Image SegmentationReal-Time Semantic Segmentation | CodeCode Available | 0 |
| DADA: Depth-aware Domain Adaptation in Semantic Segmentation | Apr 3, 2019 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 0 |
| Fully Using Classifiers for Weakly Supervised Semantic Segmentation with Modified Cues | Apr 3, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Point Cloud Oversegmentation with Graph-Structured Deep Metric Learning | Apr 3, 2019 | Semantic Segmentation | CodeCode Available | 0 |
| Patchwork: A Patch-wise Attention Network for Efficient Object Detection and Segmentation in Video Streams | Apr 3, 2019 | Hard Attentionobject-detection | —Unverified | 0 |
| Multigrid Predictive Filter Flow for Unsupervised Learning on Videos | Apr 2, 2019 | Optical Flow EstimationPose Tracking | CodeCode Available | 0 |
| Thickened 2D Networks for Efficient 3D Medical Image Segmentation | Apr 2, 2019 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| SemanticKITTI: A Dataset for Semantic Scene Understanding of LiDAR Sequences | Apr 2, 2019 | 3D Semantic SegmentationScene Understanding | CodeCode Available | 0 |
| Towards annotation-efficient segmentation via image-to-image translation | Apr 2, 2019 | Brain Tumor SegmentationDecoder | —Unverified | 0 |
| DefectNET: multi-class fault detection on highly-imbalanced datasets | Apr 1, 2019 | Defect DetectionFault Detection | CodeCode Available | 0 |
| Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation | Apr 1, 2019 | Image SegmentationLandmine | —Unverified | 0 |
| COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation | Apr 1, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| ResUNet-a: a deep learning framework for semantic segmentation of remotely sensed data | Apr 1, 2019 | Scene ParsingScene Understanding | CodeCode Available | 0 |
| Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation | Apr 1, 2019 | Domain Adaptationimage-classification | —Unverified | 0 |
| Regional Homogeneity: Towards Learning Transferable Universal Adversarial Perturbations Against Defenses | Apr 1, 2019 | object-detectionObject Detection | CodeCode Available | 0 |
| The KiTS19 Challenge Data: 300 Kidney Tumor Cases with Clinical Context, CT Semantic Segmentations, and Surgical Outcomes | Mar 31, 2019 | BenchmarkingComputed Tomography (CT) | CodeCode Available | 0 |
| Road Scene Understanding by Occupancy Grid Learning from Sparse Radar Clusters using Semantic Segmentation | Mar 31, 2019 | Autonomous Drivingroad scene understanding | CodeCode Available | 0 |
| MortonNet: Self-Supervised Learning of Local Features in 3D Point Clouds | Mar 30, 2019 | SegmentationSelf-Supervised Learning | CodeCode Available | 0 |
| Addressing Model Vulnerability to Distributional Shifts over Image Transformation Sets | Mar 28, 2019 | Combinatorial OptimizationData Augmentation | CodeCode Available | 0 |
| TensorMask: A Foundation for Dense Object Segmentation | Mar 28, 2019 | Instance SegmentationObject | CodeCode Available | 0 |
| Pyramid Mask Text Detector | Mar 28, 2019 | ClusteringInstance Segmentation | CodeCode Available | 0 |
| Fast video object segmentation with Spatio-Temporal GANs | Mar 28, 2019 | DescriptiveObject | —Unverified | 0 |
| Feature Fusion Encoder Decoder Network For Automatic Liver Lesion Segmentation | Mar 28, 2019 | DecoderImage Segmentation | —Unverified | 0 |
| BubbleNets: Learning to Select the Guidance Frame in Video Object Segmentation by Deep Sorting Frames | Mar 28, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation | Mar 28, 2019 | Semantic Segmentation | CodeCode Available | 0 |
| Deep Co-Training for Semi-Supervised Image Segmentation | Mar 27, 2019 | DiversityImage Segmentation | CodeCode Available | 0 |
| Self-Supervised Learning via Conditional Motion Propagation | Mar 27, 2019 | Human ParsingInstance Segmentation | CodeCode Available | 0 |
| Radiological images and machine learning: trends, perspectives, and prospects | Mar 27, 2019 | BIG-bench Machine LearningContent-Based Image Retrieval | —Unverified | 0 |
| Privacy Protection in Street-View Panoramas using Depth and Multi-View Imagery | Mar 27, 2019 | BenchmarkingObject | —Unverified | 0 |
| All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation | Mar 26, 2019 | AllDomain Adaptation | CodeCode Available | 0 |
| Large-scale interactive object segmentation with human annotators | Mar 26, 2019 | Instance SegmentationInteractive Segmentation | —Unverified | 0 |
