| Convolution-Free Medical Image Segmentation using Transformers | Feb 26, 2021 | Image SegmentationInductive Bias | —Unverified | 0 |
| FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance Segmentation | Feb 25, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Binary segmentation of medical images using implicit spline representations and deep learning | Feb 25, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Multi-Domain Learning by Meta-Learning: Taking Optimal Steps in Multi-Domain Loss Landscapes by Inner-Loop Learning | Feb 25, 2021 | Meta-LearningSemantic Segmentation | —Unverified | 0 |
| Reducing Labelled Data Requirement for Pneumonia Segmentation using Image Augmentations | Feb 25, 2021 | Image AugmentationPneumonia Detection | —Unverified | 0 |
| Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation | Feb 25, 2021 | Domain AdaptationSegmentation | —Unverified | 0 |
| SCD: A Stacked Carton Dataset for Detection and Segmentation | Feb 25, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 0 |
| 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 |
| Synergy Between Semantic Segmentation and Image Denoising via Alternate Boosting | Feb 24, 2021 | DenoisingImage Denoising | —Unverified | 0 |
| Image Augmentation for Multitask Few-Shot Learning: Agricultural Domain Use-Case | Feb 24, 2021 | DenoisingFew-Shot Learning | CodeCode Available | 1 |
| Portrait Segmentation Using Ensemble of Heterogeneous Deep-Learning Models | Feb 23, 2021 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation | Feb 22, 2021 | Image SegmentationSegmentation | CodeCode Available | 0 |
| SALT: A Semi-automatic Labeling Tool for RGB-D Video Sequences | Feb 22, 2021 | Instance SegmentationSegmentation | —Unverified | 0 |
| Attention Models for Point Clouds in Deep Learning: A Survey | Feb 22, 2021 | 3D Pose Estimation3D Semantic Segmentation | —Unverified | 0 |
| Contour Loss for Instance Segmentation via k-step Distance Transformation Image | Feb 22, 2021 | Instance SegmentationSegmentation | —Unverified | 0 |
| Direct Estimation of Appearance Models for Segmentation | Feb 22, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation | Feb 21, 2021 | Image SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Improved Semantic Segmentation of Tuberculosis-consistent findings in Chest X-rays Using Augmented Training of Modality-specific U-Net Models with Weak Localizations | Feb 21, 2021 | Decision MakingObject Localization | —Unverified | 0 |
| Medical Transformer: Gated Axial-Attention for Medical Image Segmentation | Feb 21, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Bayesian Deep Learning for Segmentation for Autonomous Safe Planetary Landing | Feb 21, 2021 | Deep LearningSemantic Segmentation | —Unverified | 0 |
| 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 |
| EMDS-5: Environmental Microorganism Image Dataset Fifth Version for Multiple Image Analysis Tasks | Feb 20, 2021 | DenoisingEdge Detection | —Unverified | 0 |
| Analyzing Overfitting under Class Imbalance in Neural Networks for Image Segmentation | Feb 20, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| CellTrack R-CNN: A Novel End-To-End Deep Neural Network for Cell Segmentation and Tracking in Microscopy Images | Feb 20, 2021 | Cell DetectionCell Segmentation | CodeCode Available | 0 |
