| Discriminative Region Suppression for Weakly-Supervised Semantic Segmentation | Mar 12, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Unknown Object Segmentation from Stereo Images | Mar 11, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| Triple-cooperative Video Shadow Detection | Mar 11, 2021 | Saliency DetectionSemantic Segmentation | CodeCode Available | 1 |
| PointFlow: Flowing Semantics Through Points for Aerial Image Segmentation | Mar 11, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve Backbones | Mar 10, 2021 | Knowledge Distillationobject-detection | CodeCode Available | 1 |
| Spatially Consistent Representation Learning | Mar 10, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing | Mar 10, 2021 | Scene ParsingSegmentation | CodeCode Available | 1 |
| FedDG: Federated Domain Generalization on Medical Image Segmentation via Episodic Learning in Continuous Frequency Space | Mar 10, 2021 | Domain GeneralizationFederated Learning | CodeCode Available | 1 |
| Quality-Aware Network for Human Parsing | Mar 10, 2021 | Human ParsingInstance Segmentation | CodeCode Available | 1 |
| U-Net Transformer: Self and Cross Attention for Medical Image Segmentation | Mar 10, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation | Mar 9, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation | Mar 9, 2021 | Domain AdaptationMeta-Learning | CodeCode Available | 1 |
| ChangeSim: Towards End-to-End Online Scene Change Detection in Industrial Indoor Environments | Mar 9, 2021 | Change DetectionScene Change Detection | CodeCode Available | 1 |
| Pixel-wise Anomaly Detection in Complex Driving Scenes | Mar 9, 2021 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Capturing Omni-Range Context for Omnidirectional Segmentation | Mar 9, 2021 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 |
| Boosting Semi-supervised Image Segmentation with Global and Local Mutual Information Regularization | Mar 8, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Dual-Task Mutual Learning for Semi-Supervised Medical Image Segmentation | Mar 8, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Differentiable Multi-Granularity Human Representation Learning for Instance-Aware Human Semantic Parsing | Mar 8, 2021 | Human ParsingMulti-Person Pose Estimation | CodeCode Available | 1 |
| Split Computing and Early Exiting for Deep Learning Applications: Survey and Research Challenges | Mar 8, 2021 | Autonomous Vehiclesimage-classification | CodeCode Available | 1 |
| GANav: Efficient Terrain Segmentation for Robot Navigation in Unstructured Outdoor Environments | Mar 7, 2021 | Deep Reinforcement LearningRobot Navigation | CodeCode Available | 1 |
| TransBTS: Multimodal Brain Tumor Segmentation Using Transformer | Mar 7, 2021 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Learning Statistical Texture for Semantic Segmentation | Mar 6, 2021 | QuantizationSegmentation | CodeCode Available | 1 |
| NeRD: Neural Representation of Distribution for Medical Image Segmentation | Mar 6, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Variational Structured Attention Networks for Deep Visual Representation Learning | Mar 5, 2021 | Depth EstimationPrediction | CodeCode Available | 1 |
| VIPriors 1: Visual Inductive Priors for Data-Efficient Deep Learning Challenges | Mar 5, 2021 | Action RecognitionData Augmentation | CodeCode Available | 1 |
| SpecTr: Spectral Transformer for Hyperspectral Pathology Image Segmentation | Mar 5, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Implicit Integration of Superpixel Segmentation into Fully Convolutional Networks | Mar 5, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| CoTr: Efficiently Bridging CNN and Transformer for 3D Medical Image Segmentation | Mar 4, 2021 | Image SegmentationInductive Bias | CodeCode Available | 1 |
| Semi-supervised Left Atrium Segmentation with Mutual Consistency Training | Mar 4, 2021 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| Learning Whole-Slide Segmentation from Inexact and Incomplete Labels using Tissue Graphs | Mar 4, 2021 | Node ClassificationSegmentation | CodeCode Available | 1 |
| Cross-View Regularization for Domain Adaptive Panoptic Segmentation | Mar 3, 2021 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 |
| Dynamic Fusion Module Evolves Drivable Area and Road Anomaly Detection: A Benchmark and Algorithms | Mar 3, 2021 | Anomaly DetectionSelf-Driving Cars | CodeCode Available | 1 |
| HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline | Mar 2, 2021 | Deep LearningEdge Detection | CodeCode Available | 1 |
| InstantDL-An easy-to-use deep learning pipeline for image segmentation and classification | Mar 2, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Context Decoupling Augmentation for Weakly Supervised Semantic Segmentation | Mar 2, 2021 | Data AugmentationObject | CodeCode Available | 1 |
| FPS-Net: A Convolutional Fusion Network for Large-Scale LiDAR Point Cloud Segmentation | Mar 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 |
| Deep learning based geometric registration for medical images: How accurate can we get without visual features? | Mar 1, 2021 | DecoderDescriptive | CodeCode Available | 1 |
| SUM: A Benchmark Dataset of Semantic Urban Meshes | Feb 27, 2021 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition | Feb 27, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures | Feb 26, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation | Feb 25, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Simple multi-dataset detection | Feb 25, 2021 | AllInstance Segmentation | CodeCode Available | 1 |
| Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions | Feb 24, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case | Feb 24, 2021 | DenoisingFew-Shot Learning | CodeCode Available | 1 |
| Medical Transformer: Gated Axial-Attention for Medical Image Segmentation | Feb 21, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation | Feb 21, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation | Feb 20, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Squeeze-and-Excitation Normalization for Automated Delineation of Head and Neck Primary Tumors in Combined PET and CT Images | Feb 20, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Image Compositing for Segmentation of Surgical Tools without Manual Annotations | Feb 18, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Temporal Memory Attention for Video Semantic Segmentation | Feb 17, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
