| Auto-Panoptic: Cooperative Multi-Component Architecture Search for Panoptic Segmentation | Oct 30, 2020 | Instance SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| Siamese NestedUNet Networks for Change Detection of High Resolution Satellite Image | Oct 27, 2020 | Change DetectionChange detection for remote sensing images | CodeCode Available | 1 |
| Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning | Oct 27, 2020 | BIG-bench Machine LearningLake Ice Monitoring | CodeCode Available | 1 |
| Perception for Autonomous Systems (PAZ) | Oct 27, 2020 | 2D Object Detection6D Pose Estimation | CodeCode Available | 1 |
| Hierarchical Neural Architecture Search for Deep Stereo Matching | Oct 26, 2020 | Neural Architecture SearchSemantic Segmentation | CodeCode Available | 1 |
| Instance Semantic Segmentation Benefits from Generative Adversarial Networks | Oct 26, 2020 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Detection and Segmentation of Lesion Areas in Chest CT Scans For The Prediction of COVID-19 | Oct 26, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 |
| Amodal Segmentation through Out-of-Task and Out-of-Distribution Generalization with a Bayesian Model | Oct 25, 2020 | Amodal Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Scribble-based Weakly Supervised Deep Learning for Road Surface Extraction from Remote Sensing Images | Oct 25, 2020 | Boundary DetectionDecoder | CodeCode Available | 1 |
| Delving into the Cyclic Mechanism in Semi-supervised Video Object Segmentation | Oct 23, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| A Teacher-Student Framework for Semi-supervised Medical Image Segmentation From Mixed Supervision | Oct 23, 2020 | DecoderImage Segmentation | CodeCode Available | 1 |
| Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy | Oct 23, 2020 | BenchmarkingDiagnostic | CodeCode Available | 1 |
| Visual Navigation in Real-World Indoor Environments Using End-to-End Deep Reinforcement Learning | Oct 21, 2020 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| TTPLA: An Aerial-Image Dataset for Detection and Segmentation of Transmission Towers and Power Lines | Oct 20, 2020 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| PseudoSeg: Designing Pseudo Labels for Semantic Segmentation | Oct 19, 2020 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Semantic-Guided Inpainting Network for Complex Urban Scenes Manipulation | Oct 19, 2020 | DecoderImage Inpainting | CodeCode Available | 1 |
| DEAL: Difficulty-aware Active Learning for Semantic Segmentation | Oct 17, 2020 | Active LearningSegmentation | CodeCode Available | 1 |
| In Depth Bayesian Semantic Scene Completion | Oct 16, 2020 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Video Object Segmentation with Adaptive Feature Bank and Uncertain-Region Refinement | Oct 15, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Auto Seg-Loss: Searching Metric Surrogates for Semantic Segmentation | Oct 15, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| Empty Cities: a Dynamic-Object-Invariant Space for Visual SLAM | Oct 15, 2020 | Semantic SegmentationSteganalysis | CodeCode Available | 1 |
| HS-ResNet: Hierarchical-Split Block on Convolutional Neural Network | Oct 15, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| COVID-CT-Mask-Net: Prediction of COVID-19 from CT Scans Using Regional Features | Oct 14, 2020 | COVID-19 DiagnosisCOVID-19 Image Segmentation | CodeCode Available | 1 |
| Collaborative Video Object Segmentation by Multi-Scale Foreground-Background Integration | Oct 13, 2020 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Generalized Few-shot Semantic Segmentation | Oct 11, 2020 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| 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 |
