| Visual Parser: Representing Part-whole Hierarchies with Transformers | Jul 13, 2021 | DecoderImage Classification | CodeCode Available | 1 |
| NucMM Dataset: 3D Neuronal Nuclei Instance Segmentation at Sub-Cubic Millimeter Scale | Jul 13, 2021 | Instance SegmentationRepresentation Learning | CodeCode Available | 1 |
| Geographical Knowledge-driven Representation Learning for Remote Sensing Images | Jul 12, 2021 | object-detectionObject Detection | 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 |
| Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context Terms | Jul 12, 2021 | Instance Segmentationobject-detection | 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 |
| TransAttUnet: Multi-level Attention-guided U-Net with Transformer for Medical Image Segmentation | Jul 12, 2021 | DecoderImage Segmentation | 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 |
| Form2Seq : A Framework for Higher-Order Form Structure Extraction | Jul 9, 2021 | FormSemantic Segmentation | CodeCode Available | 1 |
| Capturing, Reconstructing, and Simulating: the UrbanScene3D Dataset | Jul 9, 2021 | 3D ReconstructionInstance 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 |
| Cooperative Training and Latent Space Data Augmentation for Robust Medical Image Segmentation | Jul 2, 2021 | Data AugmentationImage Reconstruction | CodeCode Available | 1 |
| A Survey on Deep Learning Technique for Video Segmentation | Jul 2, 2021 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| UTNet: A Hybrid Transformer Architecture for Medical Image Segmentation | Jul 2, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| Polarized Self-Attention: Towards High-quality Pixel-wise Regression | Jul 2, 2021 | 2D Pose EstimationKeypoint Detection | 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 |
| Inter Extreme Points Geodesics for End-to-End Weakly Supervised Image Segmentation | Jul 1, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| CSWin Transformer: A General Vision Transformer Backbone with Cross-Shaped Windows | Jul 1, 2021 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| DivergentNets: Medical Image Segmentation by Network Ensemble | Jul 1, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Focal Self-attention for Local-Global Interactions in Vision Transformers | Jul 1, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via Stereo | Jun 30, 2021 | Keypoint DetectionObject | CodeCode Available | 1 |
| Looking Outside the Window: Wide-Context Transformer for the Semantic Segmentation of High-Resolution Remote Sensing Images | Jun 29, 2021 | Image CroppingSemantic Segmentation | CodeCode Available | 1 |
| SinGAN-Seg: Synthetic training data generation for medical image segmentation | Jun 29, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Tackling Catastrophic Forgetting and Background Shift in Continual Semantic Segmentation | Jun 29, 2021 | Class Incremental LearningContinual Learning | CodeCode Available | 1 |
| Multi-Compound Transformer for Accurate Biomedical Image Segmentation | Jun 28, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| K-Net: Towards Unified Image Segmentation | Jun 28, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| Striking the Right Balance: Recall Loss for Semantic Segmentation | Jun 28, 2021 | Semantic Segmentation | CodeCode Available | 1 |
| Semi-supervised Semantic Segmentation with Directional Context-aware Consistency | Jun 27, 2021 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| Indoor Panorama Planar 3D Reconstruction via Divide and Conquer | Jun 27, 2021 | 3D ReconstructionInstance Segmentation | CodeCode Available | 1 |
| BiX-NAS: Searching Efficient Bi-directional Architecture for Medical Image Segmentation | Jun 26, 2021 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Semantics-aware Multi-modal Domain Translation:From LiDAR Point Clouds to Panoramic Color Images | Jun 26, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Semi-supervised Meta-learning with Disentanglement for Domain-generalised Medical Image Segmentation | Jun 24, 2021 | DisentanglementImage Segmentation | CodeCode Available | 1 |
| VOLO: Vision Outlooker for Visual Recognition | Jun 24, 2021 | Domain GeneralizationImage Classification | CodeCode Available | 1 |
| FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object Detection | Jun 23, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Probabilistic Attention for Interactive Segmentation | Jun 23, 2021 | Interactive SegmentationSegmentation | CodeCode Available | 1 |
| Real-time Instance Segmentation with Discriminative Orientation Maps | Jun 23, 2021 | Foreground SegmentationInstance Segmentation | CodeCode Available | 1 |
| LayerCAM: Exploring Hierarchical Class Activation Maps for Localization | Jun 22, 2021 | ObjectObject Localization | CodeCode Available | 1 |
| SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning | Jun 22, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| P2T: Pyramid Pooling Transformer for Scene Understanding | Jun 22, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Tracking Instances as Queries | Jun 22, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| EPMF: Efficient Perception-aware Multi-sensor Fusion for 3D Semantic Segmentation | Jun 21, 2021 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| Quality-Aware Memory Network for Interactive Volumetric Image Segmentation | Jun 20, 2021 | Active LearningImage Segmentation | CodeCode Available | 1 |
| Delving Deep Into Many-to-Many Attention for Few-Shot Video Object Segmentation | Jun 19, 2021 | Meta-LearningSemantic Segmentation | CodeCode Available | 1 |
| Point 4D Transformer Networks for Spatio-Temporal Modeling in Point Cloud Videos | Jun 19, 2021 | 3D Action RecognitionAction Recognition | CodeCode Available | 1 |
| Reciprocal Transformations for Unsupervised Video Object Segmentation | Jun 19, 2021 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
