| Rethinking Cross-modal Interaction from a Top-down Perspective for Referring Video Object Segmentation | Jun 2, 2021 | ObjectOne-shot visual object segmentation | —Unverified | 0 |
| Translational Symmetry-Aware Facade Parsing for 3D Building Reconstruction | Jun 2, 2021 | Semantic ParsingSemantic Segmentation | —Unverified | 0 |
| Container: Context Aggregation Network | Jun 2, 2021 | Image ClassificationInductive Bias | CodeCode Available | 1 |
| Multi-task fully convolutional network for tree species mapping in dense forests using small training hyperspectral data | Jun 1, 2021 | Distance regressionregression | —Unverified | 0 |
| nnDetection: A Self-configuring Method for Medical Object Detection | Jun 1, 2021 | DiagnosticImage Segmentation | CodeCode Available | 1 |
| Robust Mutual Learning for Semi-supervised Semantic Segmentation | Jun 1, 2021 | Pseudo LabelSemantic Segmentation | —Unverified | 0 |
| TransVOS: Video Object Segmentation with Transformers | Jun 1, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Comprehensive Validation of Automated Whole Body Skeletal Muscle, Adipose Tissue, and Bone Segmentation from 3D CT images for Body Composition Analysis: Towards Extended Body Composition | Jun 1, 2021 | AnatomyImage Segmentation | —Unverified | 0 |
| Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation | Jun 1, 2021 | Few-Shot LearningFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| Detecting Anomalies in Semantic Segmentation with Prototypes | Jun 1, 2021 | Anomaly SegmentationSegmentation | CodeCode Available | 1 |
| Analysis of Vision-based Abnormal Red Blood Cell Classification | Jun 1, 2021 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| DLA-Net: Learning Dual Local Attention Features for Semantic Segmentation of Large-Scale Building Facade Point Clouds | Jun 1, 2021 | 3D Semantic SegmentationDecoder | CodeCode Available | 1 |
| Closer Look at the Uncertainty Estimation in Semantic Segmentation under Distributional Shift | May 31, 2021 | Data AugmentationSemantic Segmentation | —Unverified | 0 |
| Dual-stream Network for Visual Recognition | May 31, 2021 | image-classificationImage Classification | —Unverified | 0 |
| Refined Deep Neural Network and U-Net for Polyps Segmentation | May 31, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers | May 31, 2021 | 2D Semantic SegmentationC++ code | CodeCode Available | 1 |
| Unsupervised Joint Learning of Depth, Optical Flow, Ego-motion from Video | May 30, 2021 | Depth EstimationOptical Flow Estimation | CodeCode Available | 1 |
| Polygonal Point Set Tracking | May 30, 2021 | Semantic SegmentationVideo Object Segmentation | CodeCode Available | 1 |
| DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows | May 30, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| Attention Based Semantic Segmentation on UAV Dataset for Natural Disaster Damage Assessment | May 30, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| EPSANet: An Efficient Pyramid Squeeze Attention Block on Convolutional Neural Network | May 30, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Less is More: Pay Less Attention in Vision Transformers | May 29, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Conditional Deep Convolutional Neural Networks for Improving the Automated Screening of Histopathological Images | May 29, 2021 | Semantic Segmentationwhole slide images | —Unverified | 0 |
| RPG: Learning Recursive Point Cloud Generation | May 29, 2021 | Point Cloud GenerationSegmentation | —Unverified | 0 |
| Predicting the Solar Potential of Rooftops using Image Segmentation and Structured Data | May 28, 2021 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
