| TransNorm: Transformer Provides a Strong Spatial Normalization Mechanism for a Deep Segmentation Model | Jul 27, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Lightweight and Progressively-Scalable Networks for Semantic Segmentation | Jul 27, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Contrastive Masked Autoencoders are Stronger Vision Learners | Jul 27, 2022 | Contrastive LearningDecoder | CodeCode Available | 1 |
| AADG: Automatic Augmentation for Domain Generalization on Retinal Image Segmentation | Jul 27, 2022 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 1 |
| Multi-Attention Network for Compressed Video Referring Object Segmentation | Jul 26, 2022 | ObjectReferring Expression Segmentation | CodeCode Available | 1 |
| CENet: Toward Concise and Efficient LiDAR Semantic Segmentation for Autonomous Driving | Jul 26, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| DETRs with Hybrid Matching | Jul 26, 2022 | Object DetectionPose Estimation | CodeCode Available | 1 |
| Compositional Human-Scene Interaction Synthesis with Semantic Control | Jul 26, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation | Jul 25, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| SegPGD: An Effective and Efficient Adversarial Attack for Evaluating and Boosting Segmentation Robustness | Jul 25, 2022 | Adversarial AttackSegmentation | CodeCode Available | 1 |
| TransCL: Transformer Makes Strong and Flexible Compressive Learning | Jul 25, 2022 | compressed sensingComputational Efficiency | CodeCode Available | 1 |
| Dynamic 3D Scene Analysis by Point Cloud Accumulation | Jul 25, 2022 | Autonomous VehiclesSemantic Segmentation | CodeCode Available | 1 |
| What is Healthy? Generative Counterfactual Diffusion for Lesion Localization | Jul 25, 2022 | counterfactualImage Segmentation | CodeCode Available | 1 |
| Semantic-guided Multi-Mask Image Harmonization | Jul 24, 2022 | Image HarmonizationSemantic Segmentation | CodeCode Available | 1 |
| High-Resolution Swin Transformer for Automatic Medical Image Segmentation | Jul 23, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Active Pointly-Supervised Instance Segmentation | Jul 23, 2022 | Active LearningInstance Segmentation | CodeCode Available | 1 |
| Self-Support Few-Shot Semantic Segmentation | Jul 23, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs | Jul 22, 2022 | BenchmarkingRetinal Vessel Segmentation | CodeCode Available | 1 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter | Jul 22, 2022 | Few-shot Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling | Jul 21, 2022 | DecoderFeature Upsampling | CodeCode Available | 1 |
| Semantic-Aware Fine-Grained Correspondence | Jul 21, 2022 | Pose TrackingSelf-Supervised Learning | CodeCode Available | 1 |
| Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions | Jul 21, 2022 | Domain AdaptationOnline Domain Adaptation | CodeCode Available | 1 |
| Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation | Jul 21, 2022 | Optical Flow EstimationSemantic Segmentation | CodeCode Available | 1 |
| A Dense Material Segmentation Dataset for Indoor and Outdoor Scene Parsing | Jul 21, 2022 | Material ClassificationMaterial Recognition | CodeCode Available | 1 |
| Learning Topological Interactions for Multi-Class Medical Image Segmentation | Jul 20, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Latent Discriminant deterministic Uncertainty | Jul 20, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | 3D Unsupervised Domain AdaptationAutonomous Driving | CodeCode Available | 1 |
| Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores | Jul 20, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation | Jul 20, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| DeepIPC: Deeply Integrated Perception and Control for an Autonomous Vehicle in Real Environments | Jul 20, 2022 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| The Dice loss in the context of missing or empty labels: Introducing Φ and ε | Jul 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Deep Semantic Statistics Matching (D2SM) Denoising Network | Jul 19, 2022 | DenoisingImage Restoration | CodeCode Available | 1 |
| Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation | Jul 18, 2022 | ObjectOptical Flow Estimation | CodeCode Available | 1 |
| Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation | Jul 18, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| A hierarchical semantic segmentation framework for computer vision-based bridge damage detection | Jul 18, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| HiFormer: Hierarchical Multi-scale Representations Using Transformers for Medical Image Segmentation | Jul 18, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Learning Quality-aware Dynamic Memory for Video Object Segmentation | Jul 16, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Adaptive t-vMF Dice Loss for Multi-class Medical Image Segmentation | Jul 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| 3D Instances as 1D Kernels | Jul 15, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Bootstrapped Masked Autoencoders for Vision BERT Pretraining | Jul 14, 2022 | DecoderObject Detection | CodeCode Available | 1 |
| MMOTU: A Multi-Modality Ovarian Tumor Ultrasound Image Dataset for Unsupervised Cross-Domain Semantic Segmentation | Jul 14, 2022 | DecoderDomain Adaptation | CodeCode Available | 1 |
| GeoSegNet: Point Cloud Semantic Segmentation via Geometric Encoder-Decoder Modeling | Jul 14, 2022 | DecoderObject | CodeCode Available | 1 |
| Tackling Background Distraction in Video Object Segmentation | Jul 14, 2022 | ObjectSemantic Segmentation | CodeCode Available | 1 |
| Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions | Jul 14, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| PointNorm: Dual Normalization is All You Need for Point Cloud Analysis | Jul 13, 2022 | 3D geometryAll | CodeCode Available | 1 |
| ACLNet: An Attention and Clustering-based Cloud Segmentation Network | Jul 13, 2022 | ClusteringSegmentation | CodeCode Available | 1 |
| Teachers in concordance for pseudo-labeling of 3D sequential data | Jul 13, 2022 | 3D Object Detection3D Semantic Segmentation | CodeCode Available | 1 |
| LightViT: Towards Light-Weight Convolution-Free Vision Transformers | Jul 12, 2022 | GPUimage-classification | CodeCode Available | 1 |
