| SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos | Jun 15, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and Segmentation | Jun 15, 2022 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| The Open Kidney Ultrasound Data Set | Jun 14, 2022 | Semantic Segmentation | CodeCode Available | 1 |
| Online Easy Example Mining for Weakly-supervised Gland Segmentation from Histology Images | Jun 14, 2022 | PrognosisSegmentation | CodeCode Available | 1 |
| A Multi-task Framework for Infrared Small Target Detection and Segmentation | Jun 14, 2022 | Multi-Task Learningobject-detection | CodeCode Available | 1 |
| Proximal Splitting Adversarial Attacks for Semantic Segmentation | Jun 14, 2022 | Adversarial AttackSegmentation | CodeCode Available | 1 |
| ReCo: Retrieve and Co-segment for Zero-shot Transfer | Jun 14, 2022 | RetrievalSegmentation | CodeCode Available | 1 |
| RF-Next: Efficient Receptive Field Search for Convolutional Neural Networks | Jun 14, 2022 | Action SegmentationInstance Segmentation | CodeCode Available | 1 |
| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Fitting Segmentation Networks on Varying Image Resolutions using Splatting | Jun 13, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| SERE: Exploring Feature Self-relation for Self-supervised Transformer | Jun 10, 2022 | RelationSelf-Supervised Learning | CodeCode Available | 1 |
| VITA: Video Instance Segmentation via Object Token Association | Jun 9, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation | Jun 8, 2022 | DenoisingReferring Video Object Segmentation | CodeCode Available | 1 |
| SHRED: 3D Shape Region Decomposition with Learned Local Operations | Jun 7, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Bootstrapping Semi-supervised Medical Image Segmentation with Anatomical-aware Contrastive Distillation | Jun 6, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| mmFormer: Multimodal Medical Transformer for Incomplete Multimodal Learning of Brain Tumor Segmentation | Jun 6, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information | Jun 6, 2022 | Action RecognitionSemantic Segmentation | CodeCode Available | 1 |
| Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation | Jun 3, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Metrics reloaded: Recommendations for image analysis validation | Jun 3, 2022 | Instance SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Siamese Image Modeling for Self-Supervised Vision Representation Learning | Jun 2, 2022 | Representation LearningSelf-Supervised Learning | CodeCode Available | 1 |
| MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation | Jun 2, 2022 | Data AugmentationDecoder | CodeCode Available | 1 |
| Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization | Jun 2, 2022 | Instance SegmentationNetwork Pruning | CodeCode Available | 1 |
| MISSU: 3D Medical Image Segmentation via Self-distilling TransUNet | Jun 2, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Amodal Cityscapes: A New Dataset, its Generation, and an Amodal Semantic Segmentation Challenge Baseline | Jun 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Differentiable Soft-Masked Attention | Jun 1, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| 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 |
