| WaveMix: A Resource-efficient Neural Network for Image Analysis | May 28, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| Calibrated Bagging Deep Learning for Image Semantic Segmentation: A Case Study on COVID-19 Chest X-ray Image | May 27, 2022 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation | May 27, 2022 | Contrastive Learningimage-classification | CodeCode Available | 2 |
| Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN | May 27, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 4 |
| PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences | May 27, 2022 | 3D Action RecognitionAction Recognition | CodeCode Available | 1 |
| Harnessing Artificial Intelligence to Infer Novel Spatial Biomarkers for the Diagnosis of Eosinophilic Esophagitis | May 26, 2022 | Semantic SegmentationSpecificity | —Unverified | 0 |
| Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation | May 26, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| Efficient textual explanations for complex road and traffic scenarios based on semantic segmentation | May 26, 2022 | Autonomous VehiclesSemantic Segmentation | —Unverified | 0 |
| Fast Vision Transformers with HiLo Attention | May 26, 2022 | BenchmarkingEfficient ViTs | CodeCode Available | 2 |
| Decoupled Pyramid Correlation Network for Liver Tumor Segmentation from CT images | May 26, 2022 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| SemAffiNet: Semantic-Affine Transformation for Point Cloud Segmentation | May 26, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| MixMAE: Mixed and Masked Autoencoder for Efficient Pretraining of Hierarchical Vision Transformers | May 26, 2022 | Image ClassificationObject Detection | CodeCode Available | 1 |
| Unsupervised Multi-object Segmentation Using Attention and Soft-argmax | May 26, 2022 | Objectobject-detection | CodeCode Available | 1 |
| SHREC 2022: pothole and crack detection in the road pavement using images and RGB-D data | May 26, 2022 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Semantic Segmentation for Thermal Images: A Comparative Survey | May 26, 2022 | Autonomous DrivingSegmentation | —Unverified | 0 |
| Structure Unbiased Adversarial Model for Medical Image Segmentation | May 25, 2022 | Image SegmentationImage-to-Image Translation | —Unverified | 0 |
| UniInst: Unique Representation for End-to-End Instance Segmentation | May 25, 2022 | Instance SegmentationRe-Ranking | CodeCode Available | 1 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 |
| SALAD: Source-free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection | May 24, 2022 | Active LearningDomain Adaptation | CodeCode Available | 0 |
| Wavelet Feature Maps Compression for Image-to-Image CNNs | May 24, 2022 | Depth EstimationNeural Network Compression | CodeCode Available | 1 |
| Mind The Gap: Alleviating Local Imbalance for Unsupervised Cross-Modality Medical Image Segmentation | May 24, 2022 | Cardiac SegmentationDisentanglement | —Unverified | 0 |
| UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation | May 24, 2022 | DecoderImage Segmentation | —Unverified | 0 |
| ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions | May 24, 2022 | Semantic SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Heuristic Dropout: An Efficient Regularization Method for Medical Image Segmentation Models | May 23, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| Accelerating the creation of instance segmentation training sets through bounding box annotation | May 23, 2022 | Instance SegmentationObject | —Unverified | 0 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 |
| Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation | May 23, 2022 | Continual LearningContinual Self-Supervised Learning | —Unverified | 0 |
| Active Domain Adaptation with Multi-level Contrastive Units for Semantic Segmentation | May 23, 2022 | Active LearningDomain Adaptation | —Unverified | 0 |
| Enhanced Prototypical Learning for Unsupervised Domain Adaptation in LiDAR Semantic Segmentation | May 23, 2022 | Domain AdaptationLIDAR Semantic Segmentation | —Unverified | 0 |
| Saliency-Driven Active Contour Model for Image Segmentation | May 23, 2022 | Image SegmentationSegmentation | —Unverified | 0 |
| MolMiner: You only look once for chemical structure recognition | May 23, 2022 | object-detectionObject Detection | —Unverified | 0 |
| Self-mentoring: a new deep learning pipeline to train a self-supervised U-net for few-shot learning of bio-artificial capsule segmentation | May 22, 2022 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| Human Instance Matting via Mutual Guidance and Multi-Instance Refinement | May 22, 2022 | Image MattingInstance Segmentation | CodeCode Available | 1 |
| Knowledge Distillation from A Stronger Teacher | May 21, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Transformer-based out-of-distribution detection for clinically safe segmentation | May 21, 2022 | Image SegmentationOut-of-Distribution Detection | CodeCode Available | 0 |
| PointVector: A Vector Representation In Point Cloud Analysis | May 21, 2022 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 0 |
| On the Feasibility and Generality of Patch-based Adversarial Attacks on Semantic Segmentation Problems | May 21, 2022 | Semantic Segmentation | —Unverified | 0 |
| Transformer based Generative Adversarial Network for Liver Segmentation | May 21, 2022 | Generative Adversarial NetworkImage Segmentation | CodeCode Available | 0 |
| UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic Segmentation | May 20, 2022 | DiversitySegmentation | CodeCode Available | 1 |
| Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT) | May 20, 2022 | AnatomyImage Segmentation | CodeCode Available | 1 |
| Kernel Normalized Convolutional Networks | May 20, 2022 | Federated Learningimage-classification | CodeCode Available | 0 |
| HCFormer: Unified Image Segmentation with Hierarchical Clustering | May 20, 2022 | ClusteringImage Segmentation | CodeCode Available | 1 |
| 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation | May 19, 2022 | DecoderHippocampus | CodeCode Available | 1 |
| Light In The Black: An Evaluation of Data Augmentation Techniques for COVID-19 CT's Semantic Segmentation | May 19, 2022 | Computed Tomography (CT)Data Augmentation | CodeCode Available | 0 |
| Masked Image Modeling with Denoising Contrast | May 19, 2022 | Contrastive LearningDenoising | CodeCode Available | 1 |
| Plane Geometry Diagram Parsing | May 19, 2022 | Geometry Problem SolvingGraph Neural Network | CodeCode Available | 1 |
| TRT-ViT: TensorRT-oriented Vision Transformer | May 19, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Transformer based multiple instance learning for weakly supervised histopathology image segmentation | May 18, 2022 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
| K-textures, a self-supervised hard clustering deep learning algorithm for satellite image segmentation | May 18, 2022 | ClusteringImage Segmentation | —Unverified | 0 |
| Semantically Accurate Super-Resolution Generative Adversarial Networks | May 17, 2022 | Generative Adversarial NetworkImage Super-Resolution | —Unverified | 0 |
