| Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning | Oct 5, 2022 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Weak-shot Semantic Segmentation via Dual Similarity Transfer | Oct 5, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| MOAT: Alternating Mobile Convolution and Attention Brings Strong Vision Models | Oct 4, 2022 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier Convolutions | Oct 4, 2022 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| Complementary consistency semi-supervised learning for 3D left atrial image segmentation | Oct 4, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation | Oct 4, 2022 | Domain AdaptationMulti-target Domain Adaptation | CodeCode Available | 1 |
| Learning Equivariant Segmentation with Instance-Unique Querying | Oct 3, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Masked Supervised Learning for Semantic Segmentation | Oct 3, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning | Oct 3, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 |
| Learning Hierarchical Image Segmentation For Recognition and By Recognition | Oct 1, 2022 | Computational Efficiencyimage-classification | CodeCode Available | 1 |
| Predictive Inference with Feature Conformal Prediction | Oct 1, 2022 | Conformal PredictionImage Segmentation | CodeCode Available | 1 |
| Dual Progressive Transformations for Weakly Supervised Semantic Segmentation | Sep 30, 2022 | Inductive BiasObject | CodeCode Available | 1 |
| PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation | Sep 30, 2022 | Image SegmentationMedical Image Segmentation | 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 |
| Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection | Sep 28, 2022 | Action DetectionDomain Adaptation | CodeCode Available | 1 |
| The Change You Want to See | Sep 28, 2022 | Change DetectionSemantic Segmentation | CodeCode Available | 1 |
| Strong Instance Segmentation Pipeline for MMSports Challenge | Sep 28, 2022 | Data AugmentationInstance Segmentation | 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 |
| SAPA: Similarity-Aware Point Affiliation for Feature Upsampling | Sep 26, 2022 | DecoderDepth Estimation | CodeCode Available | 1 |
| EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations | Sep 26, 2022 | ObjectSegmentation | 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 |
| NamedMask: Distilling Segmenters from Complementary Foundation Models | Sep 22, 2022 | Data AugmentationObject | 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 |
| Dynamic Graph Message Passing Networks for Visual Recognition | Sep 20, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Diffusion Unit: Interpretable Edge Enhancement and Suppression Learning for 3D Point Cloud Segmentation | Sep 20, 2022 | 3D Part SegmentationPoint Cloud Segmentation | CodeCode Available | 1 |
| Attentive Symmetric Autoencoder for Brain MRI Segmentation | Sep 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 1 |
| NeRF-SOS: Any-View Self-supervised Object Segmentation on Complex Scenes | Sep 19, 2022 | NeRFObject | CodeCode Available | 1 |
| SF2SE3: Clustering Scene Flow into SE(3)-Motions via Proposal and Selection | Sep 18, 2022 | ClusteringDepth Estimation | CodeCode Available | 1 |
| Expansion and Shrinkage of Localization for Weakly-Supervised Semantic Segmentation | Sep 16, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation | Sep 16, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Rethinking the Unpretentious U-net for Medical Ultrasound Image Segmentation | Sep 15, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation | Sep 15, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Learning from Future: A Novel Self-Training Framework for Semantic Segmentation | Sep 15, 2022 | Pseudo LabelSemantic Segmentation | CodeCode Available | 1 |
| Landmark-free Statistical Shape Modeling via Neural Flow Deformations | Sep 14, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Pre-trained Language Models for the Legal Domain: A Case Study on Indian Law | Sep 13, 2022 | Semantic Segmentation | CodeCode Available | 1 |
| PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers | Sep 13, 2022 | Data Free Quantizationimage-classification | CodeCode Available | 1 |
| DOMINO: Domain-aware Model Calibration in Medical Image Segmentation | Sep 13, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MassMIND: Massachusetts Maritime INfrared Dataset | Sep 9, 2022 | Instance SegmentationScene Understanding | CodeCode Available | 1 |
| Unsupervised Video Object Segmentation via Prototype Memory Network | Sep 8, 2022 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| MMV_Im2Im: An Open Source Microscopy Machine Vision Toolbox for Image-to-Image Transformation | Sep 6, 2022 | Image GenerationImage Restoration | CodeCode Available | 1 |
| Treating Motion as Option to Reduce Motion Dependency in Unsupervised Video Object Segmentation | Sep 4, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 |
| SemSegDepth: A Combined Model for Semantic Segmentation and Depth Completion | Sep 1, 2022 | Depth CompletionScene Understanding | CodeCode Available | 1 |
| Self-Supervised Pretraining for 2D Medical Image Segmentation | Sep 1, 2022 | Cardiac SegmentationImage Segmentation | CodeCode Available | 1 |
| HistoSeg : Quick attention with multi-loss function for multi-structure segmentation in digital histology images | Sep 1, 2022 | Boundary DetectionDecoder | CodeCode Available | 1 |
| Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery | Sep 1, 2022 | Domain AdaptationLand Cover Classification | CodeCode Available | 1 |
| Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis and Beyond | Aug 30, 2022 | Instance SegmentationMulti-Label Classification | CodeCode Available | 1 |
