| TransCL: Transformer Makes Strong and Flexible Compressive Learning | Jul 25, 2022 | compressed sensingComputational Efficiency | CodeCode Available | 1 |
| What is Healthy? Generative Counterfactual Diffusion for Lesion Localization | Jul 25, 2022 | counterfactualImage Segmentation | CodeCode Available | 1 |
| Dynamic 3D Scene Analysis by Point Cloud Accumulation | Jul 25, 2022 | Autonomous VehiclesSemantic 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 |
| VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments | Jul 24, 2022 | Few-Shot Object DetectionInstance Segmentation | —Unverified | 0 |
| PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training | Jul 24, 2022 | Brain Tumor SegmentationImage Segmentation | —Unverified | 0 |
| Semantic-guided Multi-Mask Image Harmonization | Jul 24, 2022 | Image HarmonizationSemantic Segmentation | CodeCode Available | 1 |
| Self-Support Few-Shot Semantic Segmentation | Jul 23, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation | Jul 23, 2022 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Active Pointly-Supervised Instance Segmentation | Jul 23, 2022 | Active LearningInstance Segmentation | CodeCode Available | 1 |
| Generative Artisan: A Semantic-Aware and Controllable CLIPstyler | Jul 23, 2022 | Semantic SegmentationStyle Transfer | —Unverified | 0 |
| High-Resolution Swin Transformer for Automatic Medical Image Segmentation | Jul 23, 2022 | Brain Tumor SegmentationDecoder | CodeCode Available | 1 |
| Learning Better Registration to Learn Better Few-Shot Medical Image Segmentation: Authenticity, Diversity, and Robustness | Jul 22, 2022 | DiversityImage Segmentation | —Unverified | 0 |
| Improving Predictive Performance and Calibration by Weight Fusion in Semantic Segmentation | Jul 22, 2022 | Semantic Segmentation | —Unverified | 0 |
| Latent Space Unsupervised Semantic Segmentation | Jul 22, 2022 | Change Point DetectionSegmentation | —Unverified | 0 |
| DeVIS: Making Deformable Transformers Work for Video Instance Segmentation | Jul 22, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Bi-directional Contrastive Learning for Domain Adaptive Semantic Segmentation | Jul 22, 2022 | Contrastive LearningDomain Adaptation | —Unverified | 0 |
| Geodesic-Former: a Geodesic-Guided Few-shot 3D Point Cloud Instance Segmenter | Jul 22, 2022 | Few-shot Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Uncertainty-aware Multi-modal Learning via Cross-modal Random Network Prediction | Jul 22, 2022 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs | Jul 22, 2022 | BenchmarkingRetinal Vessel Segmentation | CodeCode Available | 1 |
| Neural Groundplans: Persistent Neural Scene Representations from a Single Image | Jul 22, 2022 | DisentanglementInstance Segmentation | —Unverified | 0 |
| Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions | Jul 21, 2022 | Domain AdaptationOnline Domain Adaptation | CodeCode Available | 1 |
| Semantic-Aware Fine-Grained Correspondence | Jul 21, 2022 | Pose TrackingSelf-Supervised Learning | CodeCode Available | 1 |
| Region Aware Video Object Segmentation with Deep Motion Modeling | Jul 21, 2022 | DecoderObject | —Unverified | 0 |
| 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 |
| FADE: Fusing the Assets of Decoder and Encoder for Task-Agnostic Upsampling | Jul 21, 2022 | DecoderFeature Upsampling | CodeCode Available | 1 |
| In Defense of Online Models for Video Instance Segmentation | Jul 21, 2022 | Contrastive LearningInstance Segmentation | CodeCode Available | 2 |
| A System-driven Automatic Ground Truth Generation Method for DL Inner-City Driving Corridor Detectors | Jul 20, 2022 | Semantic Segmentation | —Unverified | 0 |
| CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | 3D Unsupervised Domain AdaptationAutonomous Driving | CodeCode Available | 1 |
| Learning Topological Interactions for Multi-Class Medical Image Segmentation | Jul 20, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Estimating Model Performance under Domain Shifts with Class-Specific Confidence Scores | Jul 20, 2022 | Image SegmentationSemantic Segmentation | 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 |
| DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation | Jul 20, 2022 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Latent Discriminant deterministic Uncertainty | Jul 20, 2022 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 |
| GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation | Jul 20, 2022 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| NeuralBF: Neural Bilateral Filtering for Top-down Instance Segmentation on Point Clouds | Jul 20, 2022 | Instance SegmentationSemantic Segmentation | —Unverified | 0 |
| Large-Kernel Attention for 3D Medical Image Segmentation | Jul 19, 2022 | Computed Tomography (CT)Image Segmentation | —Unverified | 0 |
| Comparison of automatic prostate zones segmentation models in MRI images using U-net-like architectures | Jul 19, 2022 | DiagnosticImage Segmentation | —Unverified | 0 |
| 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 |
| Segmentation of 3D Dental Images Using Deep Learning | Jul 19, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| SeasoNet: A Seasonal Scene Classification, segmentation and Retrieval dataset for satellite Imagery over Germany | Jul 19, 2022 | Image RetrievalRetrieval | —Unverified | 0 |
| Vision Transformers: From Semantic Segmentation to Dense Prediction | Jul 19, 2022 | image-classificationImage Classification | CodeCode Available | 3 |
| Self-Supervised Interactive Object Segmentation Through a Singulation-and-Grasping Approach | Jul 19, 2022 | Instance SegmentationInteractive Segmentation | —Unverified | 0 |
| ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation | Jul 19, 2022 | Domain AdaptationSemantic Segmentation | —Unverified | 0 |
| Deep Semantic Statistics Matching (D2SM) Denoising Network | Jul 19, 2022 | DenoisingImage Restoration | CodeCode Available | 1 |
| KinD-LCE Curve Estimation And Retinex Fusion On Low-Light Image | Jul 19, 2022 | Instance Segmentationobject-detection | —Unverified | 0 |
| Global and Local Features through Gaussian Mixture Models on Image Semantic Segmentation | Jul 19, 2022 | ClusteringSegmentation | CodeCode Available | 0 |
| Is Integer Arithmetic Enough for Deep Learning Training? | Jul 18, 2022 | Deep Learningobject-detection | —Unverified | 0 |
| A Semantic-aware Attention and Visual Shielding Network for Cloth-changing Person Re-identification | Jul 18, 2022 | Cloth-Changing Person Re-IdentificationPerson Re-Identification | —Unverified | 0 |
