| NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale | Jul 13, 2021 | Instance SegmentationRepresentation Learning | CodeCode Available | 1 |
| Visual Parser: Representing Part-whole Hierarchies with Transformers | Jul 13, 2021 | DecoderImage Classification | CodeCode Available | 1 |
| End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB | Jul 12, 2021 | Robotic GraspingSegmentation | CodeCode Available | 1 |
| Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context Terms | Jul 12, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation | Jul 12, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Transfer Learning from Synthetic to Real LiDAR Point Cloud for Semantic Segmentation | Jul 12, 2021 | 3D Unsupervised Domain AdaptationData Augmentation | CodeCode Available | 1 |
| Geographical Knowledge-driven Representation Learning for Remote Sensing Images | Jul 12, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| A Spatial Guided Self-supervised Clustering Network for Medical Image Segmentation | Jul 11, 2021 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Anatomy of Domain Shift Impact on U-Net Layers in MRI Segmentation | Jul 10, 2021 | AnatomyDomain Adaptation | CodeCode Available | 1 |
| Capturing, Reconstructing, and Simulating: the UrbanScene3D Dataset | Jul 9, 2021 | 3D ReconstructionInstance Segmentation | CodeCode Available | 1 |
| Form2Seq : A Framework for Higher-Order Form Structure Extraction | Jul 9, 2021 | FormSemantic Segmentation | CodeCode Available | 1 |
| Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World | Jul 7, 2021 | DecoderNavigate | CodeCode Available | 1 |
| Plot2Spectra: an Automatic Spectra Extraction Tool | Jul 6, 2021 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 |
| Contrastive Multimodal Fusion with TupleInfoNCE | Jul 6, 2021 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| On Model Calibration for Long-Tailed Object Detection and Instance Segmentation | Jul 5, 2021 | Instance SegmentationLong-tailed Object Detection | CodeCode Available | 1 |
| Similarity-Aware Fusion Network for 3D Semantic Segmentation | Jul 4, 2021 | 3D Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Polarized Self-Attention: Towards High-quality Pixel-wise Regression | Jul 2, 2021 | 2D Pose EstimationKeypoint Detection | CodeCode Available | 1 |
| Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation | Jul 2, 2021 | Data AugmentationImage Reconstruction | CodeCode Available | 1 |
| UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation | Jul 2, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| A Survey on Deep Learning Technique for Video Segmentation | Jul 2, 2021 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows | Jul 1, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Focal Self-attention for Local-Global Interactions in Vision Transformers | Jul 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation | Jul 1, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| DivergentNets: Medical Image Segmentation by Network Ensemble | Jul 1, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding | Jul 1, 2021 | 3D Object DetectionGraph Attention | CodeCode Available | 1 |
