| MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection | Feb 17, 2021 | ImputationInstance Segmentation | CodeCode Available | 1 |
| Harmonic Feature Activation for Few-Shot Semantic Segmentation | Feb 17, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation | Feb 16, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A2-FPN for Semantic Segmentation of Fine-Resolution Remotely Sensed Images | Feb 16, 2021 | Decision MakingScene Understanding | CodeCode Available | 1 |
| End-to-End Egospheric Spatial Memory | Feb 15, 2021 | General Reinforcement LearningImitation Learning | CodeCode Available | 1 |
| Unleashing the Power of Contrastive Self-Supervised Visual Models via Contrast-Regularized Fine-Tuning | Feb 12, 2021 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Adversarial Segmentation Loss for Sketch Colorization | Feb 11, 2021 | ColorizationImage Segmentation | CodeCode Available | 1 |
| Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals | Feb 11, 2021 | ClusteringObject | 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 |
| 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 |
| Mask Guided Attention For Fine-Grained Patchy Image Classification | Feb 4, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency | Feb 4, 2021 | Instance SegmentationMonocular Depth Estimation | 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 |
| Modeling the Probabilistic Distribution of Unlabeled Data forOne-shot Medical Image Segmentation | Feb 3, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 1 |
| 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 |
| SA-Net: Shuffle Attention for Deep Convolutional Neural Networks | Jan 30, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Exploring Cross-Image Pixel Contrast for Semantic Segmentation | Jan 28, 2021 | Metric LearningOptical Character Recognition (OCR) | CodeCode Available | 1 |
| Puzzle-CAM: Improved localization via matching partial and full features | Jan 27, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation | Jan 26, 2021 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Embedding-based Instance Segmentation in Microscopy | Jan 25, 2021 | GPUInstance Segmentation | CodeCode Available | 1 |
