| Mask Guided Attention For Fine-Grained Patchy Image Classification | Feb 4, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors | Feb 4, 2021 | Image GenerationImage Segmentation | —Unverified | 0 |
| ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency | Feb 4, 2021 | Instance SegmentationMonocular Depth Estimation | CodeCode Available | 1 |
| Active Boundary Loss for Semantic Segmentation | Feb 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| TEyeD: Over 20 million real-world eye images with Pupil, Eyelid, and Iris 2D and 3D Segmentations, 2D and 3D Landmarks, 3D Eyeball, Gaze Vector, and Eye Movement Types | Feb 3, 2021 | Gaze EstimationSegmentation | —Unverified | 0 |
| Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation | Feb 3, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| Tooth Instance Segmentation from Cone-Beam CT Images through Point-based Detection and Gaussian Disentanglement | Feb 2, 2021 | DisentanglementInstance Segmentation | —Unverified | 0 |
| Occluded Video Instance Segmentation: A Benchmark | Feb 2, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Learning to Segment Human Body Parts with Synthetically Trained Deep Convolutional Networks | Feb 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Densely Connected Recurrent Residual (Dense R2UNet) Convolutional Neural Network for Segmentation of Lung CT Images | Feb 1, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| [Re] Training Binary Neural Networks using the Bayesian Learning Rule | Jan 31, 2021 | Continual LearningSemantic Segmentation | CodeCode Available | 0 |
| Co-Seg: An Image Segmentation Framework Against Label Corruption | Jan 31, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
| Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation | Jan 30, 2021 | DecoderReal-Time Semantic Segmentation | —Unverified | 0 |
| Deep Learning--Based Scene Simplification for Bionic Vision | Jan 30, 2021 | Deep LearningDepth Estimation | CodeCode Available | 0 |
| DRIV100: In-The-Wild Multi-Domain Dataset and Evaluation for Real-World Domain Adaptation of Semantic Segmentation | Jan 30, 2021 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation | Jan 30, 2021 | Data AugmentationImage Inpainting | —Unverified | 0 |
| SA-Net: Shuffle Attention for Deep Convolutional Neural Networks | Jan 30, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Segmentation of skin lesions and their attributes using Generative Adversarial Networks | Jan 30, 2021 | Image-to-Image TranslationSegmentation | —Unverified | 0 |
| Towards Generalising Neural Implicit Representations | Jan 29, 2021 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Neural networks for semantic segmentation of historical city maps: Cross-cultural performance and the impact of figurative diversity | Jan 29, 2021 | DiversitySegmentation | —Unverified | 0 |
| Dense cellular segmentation for EM using 2D–3D neural network ensembles | Jan 28, 2021 | 3D Semantic SegmentationElectron Microscopy Image Segmentation | CodeCode Available | 0 |
| Exploring Cross-Image Pixel Contrast for Semantic Segmentation | Jan 28, 2021 | Metric LearningOptical Character Recognition (OCR) | CodeCode Available | 1 |
| Effects of Image Size on Deep Learning | Jan 27, 2021 | Deep LearningMyocardium Segmentation | —Unverified | 0 |
| Utilizing Uncertainty Estimation in Deep Learning Segmentation of Fluorescence Microscopy Images with Missing Markers | Jan 27, 2021 | Image SegmentationSegmentation | —Unverified | 0 |
