| 1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track | Oct 23, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Valuing Vicinity: Memory attention framework for context-based semantic segmentation in histopathology | Oct 21, 2022 | DecoderSegmentation | CodeCode Available | 1 |
| Large-batch Optimization for Dense Visual Predictions | Oct 20, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Non-Iterative Scribble-Supervised Learning with Pacing Pseudo-Masks for Medical Image Segmentation | Oct 20, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos | Oct 20, 2022 | LV SegmentationPrediction | CodeCode Available | 1 |
| TIVE: A Toolbox for Identifying Video Instance Segmentation Errors | Oct 17, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| ResAttUNet: Detecting Marine Debris using an Attention activated Residual UNet | Oct 16, 2022 | DecoderDeep Learning | CodeCode Available | 1 |
| Exploring Vanilla U-Net for Lesion Segmentation from Whole-body FDG-PET/CT Scans | Oct 14, 2022 | Computed Tomography (CT)Data Augmentation | CodeCode Available | 1 |
| MOVE: Unsupervised Movable Object Segmentation and Detection | Oct 14, 2022 | Class-agnostic Object DetectionObject | 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 |
| Learnable Polyphase Sampling for Shift Invariant and Equivariant Convolutional Networks | Oct 14, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Exploring Long-Sequence Masked Autoencoders | Oct 13, 2022 | Object DetectionSegmentation | CodeCode Available | 1 |
| Feature-Proxy Transformer for Few-Shot Segmentation | Oct 13, 2022 | DecoderFew-Shot Semantic Segmentation | CodeCode Available | 1 |
| AISFormer: Amodal Instance Segmentation with Transformer | Oct 12, 2022 | Amodal Instance SegmentationDecoder | CodeCode Available | 1 |
| LACV-Net: Semantic Segmentation of Large-Scale Point Cloud Scene via Local Adaptive and Comprehensive VLAD | Oct 12, 2022 | Autonomous DrivingSegmentation | CodeCode Available | 1 |
| Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach | Oct 11, 2022 | Domain AdaptationMulti-Task Learning | CodeCode Available | 1 |
| Global Spectral Filter Memory Network for Video Object Segmentation | Oct 11, 2022 | AttributeDecoder | CodeCode Available | 1 |
| BoxTeacher: Exploring High-Quality Pseudo Labels for Weakly Supervised Instance Segmentation | Oct 11, 2022 | Box-supervised Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| CASAPose: Class-Adaptive and Semantic-Aware Multi-Object Pose Estimation | Oct 11, 2022 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| CLIP-Fields: Weakly Supervised Semantic Fields for Robotic Memory | Oct 11, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning Inter-Superpoint Affinity for Weakly Supervised 3D Instance Segmentation | Oct 11, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| OGC: Unsupervised 3D Object Segmentation from Rigid Dynamics of Point Clouds | Oct 10, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| Training Deep Learning Algorithms on Synthetic Forest Images for Tree Detection | Oct 8, 2022 | Deep LearningDiversity | CodeCode Available | 1 |
| Automated segmentation and morphological characterization of placental histology images based on a single labeled image | Oct 7, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| Humans need not label more humans: Occlusion Copy & Paste for Occluded Human Instance Segmentation | Oct 7, 2022 | Human Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| FocalUNETR: A Focal Transformer for Boundary-aware Segmentation of CT Images | Oct 6, 2022 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| Robust Double-Encoder Network for RGB-D Panoptic Segmentation | Oct 6, 2022 | DecoderPanoptic Segmentation | CodeCode Available | 1 |
| Comparing Hysteresis Comparator and RMS Threshold Methods for Automatic Single Cough Segmentations | Oct 5, 2022 | Segmentation | CodeCode Available | 1 |
| Weak-shot Semantic Segmentation via Dual Similarity Transfer | Oct 5, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation | Oct 4, 2022 | Domain AdaptationMulti-target Domain Adaptation | CodeCode Available | 1 |
| Complementary consistency semi-supervised learning for 3D left atrial image segmentation | Oct 4, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier Convolutions | Oct 4, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 |
| Masked Supervised Learning for Semantic Segmentation | Oct 3, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Learning Hierarchical Image Segmentation For Recognition and By Recognition | Oct 1, 2022 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation | Sep 30, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Open-source tool for Airway Segmentation in Computed Tomography using 2.5D Modified EfficientDet: Contribution to the ATM22 Challenge | Sep 29, 2022 | Segmentation | CodeCode Available | 1 |
| Strong Instance Segmentation Pipeline for MMSports Challenge | Sep 28, 2022 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
| Streaming Video Temporal Action Segmentation In Real Time | Sep 28, 2022 | Action SegmentationLanguage Modelling | CodeCode Available | 1 |
| UNesT: Local Spatial Representation Learning with Hierarchical Transformer for Efficient Medical Segmentation | Sep 28, 2022 | Brain SegmentationImage Segmentation | CodeCode Available | 1 |
| PCB-RandNet: Rethinking Random Sampling for LIDAR Semantic Segmentation in Autonomous Driving Scene | Sep 28, 2022 | Autonomous DrivingLIDAR Semantic Segmentation | CodeCode Available | 1 |
| EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations | Sep 26, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| RetiFluidNet: A Self-Adaptive and Multi-Attention Deep Convolutional Network for Retinal OCT Fluid Segmentation | Sep 26, 2022 | Image SegmentationManagement | CodeCode Available | 1 |
| BURST: A Benchmark for Unifying Object Recognition, Segmentation and Tracking in Video | Sep 25, 2022 | Long-tail Video Object SegmentationMulti-Object Tracking | CodeCode Available | 1 |
| CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation | Sep 23, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Self-adversarial Multi-scale Contrastive Learning for Semantic Segmentation of Thermal Facial Images | Sep 21, 2022 | Contrastive LearningImage Augmentation | CodeCode Available | 1 |
| Towards Robust Referring Image Segmentation | Sep 20, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes | Sep 19, 2022 | NeRFObject | CodeCode Available | 1 |
| Attentive Symmetric Autoencoder for Brain MRI Segmentation | Sep 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SF2SE3: Clustering Scene Flow into SE(3)-Motions via Proposal and Selection | Sep 18, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 |
