| Reviving Iterative Training with Mask Guidance for Interactive Segmentation | Feb 12, 2021 | Interactive SegmentationSegmentation | CodeCode Available | 1 |
| Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization | Feb 11, 2021 | Image HarmonizationSegmentation | CodeCode Available | 1 |
| Mediastinal lymph nodes segmentation using 3D convolutional neural network ensembles and anatomical priors guiding | Feb 11, 2021 | Segmentation | CodeCode Available | 1 |
| Adversarial Segmentation Loss for Sketch Colorization | Feb 11, 2021 | ColorizationImage Segmentation | CodeCode Available | 1 |
| D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism | Feb 10, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 |
| Argmax Flows and Multinomial Diffusion: Learning Categorical Distributions | Feb 10, 2021 | DenoisingImage Segmentation | CodeCode Available | 1 |
| Multi-scale GCN-assisted two-stage network for joint segmentation of retinal layers and disc in peripapillary OCT images | Feb 9, 2021 | DecoderMedical Image Segmentation | CodeCode Available | 1 |
| SwiftNet: Real-time Video Object Segmentation | Feb 9, 2021 | ObjectSegmentation | CodeCode Available | 1 |
| Unified Focal loss: Generalising Dice and cross entropy-based losses to handle class imbalanced medical image segmentation | Feb 8, 2021 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep Learning | Feb 5, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Active Boundary Loss for Semantic Segmentation | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Automatic Segmentation of Organs-at-Risk from Head-and-Neck CT using Separable Convolutional Neural Network with Hard-Region-Weighted Loss | Feb 3, 2021 | Computed Tomography (CT)Segmentation | CodeCode Available | 1 |
| Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation | Feb 3, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional Networks | Feb 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Occluded Video Instance Segmentation: A Benchmark | Feb 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| CEREBRUM‐7T: Fast and Fully Volumetric Brain Segmentation of 7 Tesla MR Volumes | Jan 28, 2021 | Brain SegmentationSegmentation | CodeCode Available | 1 |
| Exploring Cross-Image Pixel Contrast for Semantic Segmentation | Jan 28, 2021 | Metric LearningOptical Character Recognition (OCR) | CodeCode Available | 1 |
| Automatic Segmentation of Gross Target Volume of Nasopharynx Cancer using Ensemble of Multiscale Deep Neural Networks with Spatial Attention | Jan 27, 2021 | Segmentation | CodeCode Available | 1 |
| Puzzle-CAM: Improved localization via matching partial and full features | Jan 27, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Embedding-based Instance Segmentation in Microscopy | Jan 25, 2021 | GPUInstance Segmentation | CodeCode Available | 1 |
| Applications of Deep Learning in Fundus Images: A Review | Jan 25, 2021 | Deep LearningImage Generation | CodeCode Available | 1 |
| Vessel-CAPTCHA: an efficient learning framework for vessel annotation and segmentation | Jan 22, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Analyzing Epistemic and Aleatoric Uncertainty for Drusen Segmentation in Optical Coherence Tomography Images | Jan 21, 2021 | Decision MakingMedical Image Analysis | CodeCode Available | 1 |
| Segmenting Transparent Object in the Wild with Transformer | Jan 21, 2021 | DecoderObject | CodeCode Available | 1 |
