| Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction | Jun 1, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| The Fully Convolutional Transformer for Medical Image Segmentation | Jun 1, 2022 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Progressive Multi-scale Consistent Network for Multi-class Fundus Lesion Segmentation | May 31, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Self-Supervised Visual Representation Learning with Semantic Grouping | May 30, 2022 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| Masked Distillation with Receptive Tokens | May 29, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| WaveMix: A Resource-efficient Neural Network for Image Analysis | May 28, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences | May 27, 2022 | 3D Action RecognitionAction Recognition | CodeCode Available | 1 |
| 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 |
| Deep Sensor Fusion with Pyramid Fusion Networks for 3D Semantic Segmentation | May 26, 2022 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| Unsupervised Multi-object Segmentation Using Attention and Soft-argmax | May 26, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 |
| UniInst: Unique Representation for End-to-End Instance Segmentation | May 25, 2022 | Instance SegmentationRe-Ranking | CodeCode Available | 1 |
| Wavelet Feature Maps Compression for Image-to-Image CNNs | May 24, 2022 | Depth EstimationNeural Network Compression | CodeCode Available | 1 |
| ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions | May 24, 2022 | Semantic SegmentationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 |
| 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 |
| Self-supervised 3D anatomy segmentation using self-distilled masked image transformer (SMIT) | May 20, 2022 | AnatomyImage Segmentation | CodeCode Available | 1 |
| HCFormer: Unified Image Segmentation with Hierarchical Clustering | May 20, 2022 | ClusteringImage Segmentation | CodeCode Available | 1 |
| UCC: Uncertainty guided Cross-head Co-training for Semi-Supervised Semantic Segmentation | May 20, 2022 | DiversitySegmentation | CodeCode Available | 1 |
| 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 |
| 3DConvCaps: 3DUnet with Convolutional Capsule Encoder for Medical Image Segmentation | May 19, 2022 | DecoderHippocampus | CodeCode Available | 1 |
| Transformer based multiple instance learning for weakly supervised histopathology image segmentation | May 18, 2022 | Image SegmentationMultiple Instance Learning | CodeCode Available | 1 |
