| Semi-Supervised Classification and Segmentation on High Resolution Aerial Images | May 16, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| MSRF-Net: A Multi-Scale Residual Fusion Network for Biomedical Image Segmentation | May 16, 2021 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Multiattention network for semantic segmentation of fine-resolution remote sensing images | May 15, 2021 | ManagementSegmentation | CodeCode Available | 1 |
| Cross-Modal Progressive Comprehension for Referring Segmentation | May 15, 2021 | AttributeImage Segmentation | CodeCode Available | 1 |
| 3D Spatial Recognition without Spatially Labeled 3D | May 13, 2021 | 3D Object DetectionMultiple Instance Learning | CodeCode Available | 1 |
| DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision | May 13, 2021 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| A Large-Scale Benchmark for Food Image Segmentation | May 12, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| The Federated Tumor Segmentation (FeTS) Challenge | May 12, 2021 | Brain Tumor SegmentationFederated Learning | CodeCode Available | 1 |
| Segmenter: Transformer for Semantic Segmentation | May 12, 2021 | Decoderimage-classification | CodeCode Available | 1 |
| Incremental Few-Shot Instance Segmentation | May 11, 2021 | Few-shot Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| End-to-End Speech Translation with Pre-trained Models and Adapters: UPC at IWSLT 2021 | May 10, 2021 | DecoderSegmentation | CodeCode Available | 1 |
| CFPNet-M: A Light-Weight Encoder-Decoder Based Network for Multimodal Biomedical Image Real-Time Segmentation | May 10, 2021 | DecoderGPU | CodeCode Available | 1 |
| Video Class Agnostic Segmentation with Contrastive Learning for Autonomous Driving | May 7, 2021 | Autonomous DrivingContrastive Learning | CodeCode Available | 1 |
| PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond | May 5, 2021 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| Instances as Queries | May 5, 2021 | Instance SegmentationObject | CodeCode Available | 1 |
| MODS -- A USV-oriented object detection and obstacle segmentation benchmark | May 5, 2021 | Collision Avoidanceobject-detection | CodeCode Available | 1 |
| Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! | May 3, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Robust 3D Cell Segmentation: Extending the View of Cellpose | May 3, 2021 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| ISTR: End-to-End Instance Segmentation with Transformers | May 3, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation | May 3, 2021 | DecoderSegmentation | CodeCode Available | 1 |
| Universal Weakly Supervised Segmentation by Pixel-to-Segment Contrastive Learning | May 3, 2021 | Contrastive LearningMetric Learning | CodeCode Available | 1 |
| SegmentMeIfYouCan: A Benchmark for Anomaly Segmentation | Apr 30, 2021 | Anomaly SegmentationInstance Segmentation | CodeCode Available | 1 |
| Self-supervised Augmentation Consistency for Adapting Semantic Segmentation | Apr 30, 2021 | Data AugmentationDomain Adaptation | CodeCode Available | 1 |
| Efficient Two-Step Networks for Temporal Action Segmentation | Apr 30, 2021 | Action SegmentationSegmentation | CodeCode Available | 1 |
| Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Apr 28, 2021 | Depth EstimationDepth Prediction | CodeCode Available | 1 |
