| Learning Self-Regularized Adversarial Views for Self-Supervised Vision Transformers | Oct 16, 2022 | Data AugmentationImage Retrieval | CodeCode Available | 0 |
| Semantic Segmentation with Active Semi-Supervised Representation Learning | Oct 16, 2022 | Active LearningContrastive Learning | —Unverified | 0 |
| CorDeep and the Sacrobosco Dataset: Detection of Visual Elements in Historical Documents | Oct 15, 2022 | object-detectionObject Detection | —Unverified | 0 |
| Prediction Calibration for Generalized Few-shot Semantic Segmentation | Oct 15, 2022 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | —Unverified | 0 |
| MKIS-Net: A Light-Weight Multi-Kernel Network for Medical Image Segmentation | Oct 15, 2022 | DiagnosticImage Segmentation | —Unverified | 0 |
| Optimizing Vision Transformers for Medical Image Segmentation | Oct 14, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Keypoint Cascade Voting for Point Cloud Based 6DoF Pose Estimation | Oct 14, 2022 | Keypoint EstimationPose Estimation | CodeCode Available | 1 |
| LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds | Oct 14, 2022 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Instance Segmentation with Cross-Modal Consistency | Oct 14, 2022 | Autonomous DrivingContrastive Learning | —Unverified | 0 |
| Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning | Oct 14, 2022 | Image MattingSemantic Segmentation | CodeCode Available | 0 |
| Data-Limited Tissue Segmentation using Inpainting-Based Self-Supervised Learning | Oct 14, 2022 | Image SegmentationSegmentation | —Unverified | 0 |
| Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks | Oct 14, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Hierarchical Approach for Joint Semantic, Plant Instance, and Leaf Instance Segmentation in the Agricultural Domain | Oct 14, 2022 | Instance SegmentationPlant Phenotyping | CodeCode Available | 1 |
| Model-Based Imitation Learning for Urban Driving | Oct 14, 2022 | 3D geometryAutonomous Driving | CodeCode Available | 2 |
| MOVE: Unsupervised Movable Object Segmentation and Detection | Oct 14, 2022 | Class-agnostic Object DetectionObject | CodeCode Available | 1 |
| MonoDVPS: A Self-Supervised Monocular Depth Estimation Approach to Depth-aware Video Panoptic Segmentation | Oct 14, 2022 | Depth-aware Video Panoptic SegmentationDepth Estimation | —Unverified | 0 |
| Synthetic-to-real Composite Semantic Segmentation in Additive Manufacturing | Oct 14, 2022 | Dataset GenerationDomain Adaptation | —Unverified | 0 |
| Multi-Task Learning based Video Anomaly Detection with Attention | Oct 14, 2022 | Anomaly DetectionMulti-Task Learning | —Unverified | 0 |
| Unsupervised Dense Nuclei Detection and Segmentation with Prior Self-activation Map For Histology Images | Oct 14, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| WaveMix-Lite: A Resource-efficient Neural Network for Image Analysis | Oct 13, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| Multi-Task Meta Learning: learn how to adapt to unseen tasks | Oct 13, 2022 | Depth EstimationEdge Detection | CodeCode Available | 0 |
| On the calibration of underrepresented classes in LiDAR-based semantic segmentation | Oct 13, 2022 | Model SelectionSegmentation | —Unverified | 0 |
| Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift | Oct 13, 2022 | Active LearningDomain Adaptation | CodeCode Available | 0 |
| RTFormer: Efficient Design for Real-Time Semantic Segmentation with Transformer | Oct 13, 2022 | GPUReal-Time Semantic Segmentation | —Unverified | 0 |
| U-HRNet: Delving into Improving Semantic Representation of High Resolution Network for Dense Prediction | Oct 13, 2022 | Depth EstimationDepth Prediction | CodeCode Available | 0 |
