| Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs | Dec 1, 2022 | Contrastive LearningOpen Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Uncertainty-Aware Contour Proposal Networks for Cell Segmentation in Multi-Modality High-Resolution Microscopy Images | Nov 30, 2022 | Cell SegmentationInstance Segmentation | CodeCode Available | 1 |
| Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation | Nov 30, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Rethinking Causality-driven Robot Tool Segmentation with Temporal Constraints | Nov 30, 2022 | counterfactualSegmentation | CodeCode Available | 1 |
| Superpoint Transformer for 3D Scene Instance Segmentation | Nov 28, 2022 | 3D Instance Segmentation3D Object Detection | CodeCode Available | 1 |
| Topologically faithful image segmentation via induced matching of persistence barcodes | Nov 28, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation | Nov 27, 2022 | Open Vocabulary Semantic SegmentationOpen-Vocabulary Semantic Segmentation | CodeCode Available | 1 |
| Residual Pattern Learning for Pixel-wise Out-of-Distribution Detection in Semantic Segmentation | Nov 26, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Human-machine Interactive Tissue Prototype Learning for Label-efficient Histopathology Image Segmentation | Nov 26, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Unsupervised Continual Semantic Adaptation through Neural Rendering | Nov 25, 2022 | Domain AdaptationNeRF | CodeCode Available | 1 |
| A Strong Baseline for Generalized Few-Shot Semantic Segmentation | Nov 25, 2022 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 1 |
| MUSTER: A Multi-scale Transformer-based Decoder for Semantic Segmentation | Nov 25, 2022 | DecoderObject Localization | CodeCode Available | 1 |
| CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature Fusion | Nov 24, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors | Nov 23, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| ISIM: Iterative Self-Improved Model for Weakly Supervised Segmentation | Nov 22, 2022 | DecoderSegmentation | CodeCode Available | 1 |
| CDDSA: Contrastive Domain Disentanglement and Style Augmentation for Generalizable Medical Image Segmentation | Nov 22, 2022 | DisentanglementDomain Generalization | CodeCode Available | 1 |
| U-Flow: A U-shaped Normalizing Flow for Anomaly Detection with Unsupervised Threshold | Nov 22, 2022 | Anomaly DetectionAnomaly Segmentation | CodeCode Available | 1 |
| Mean Shift Mask Transformer for Unseen Object Instance Segmentation | Nov 21, 2022 | ClusteringImage Segmentation | CodeCode Available | 1 |
| ProSFDA: Prompt Learning based Source-free Domain Adaptation for Medical Image Segmentation | Nov 21, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation | Nov 21, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| DeSTSeg: Segmentation Guided Denoising Student-Teacher for Anomaly Detection | Nov 21, 2022 | Anomaly DetectionDecoder | CodeCode Available | 1 |
| Multi-view Inverse Rendering for Large-scale Real-world Indoor Scenes | Nov 18, 2022 | Inverse RenderingMixed Reality | CodeCode Available | 1 |
| DeepVoxNet2: Yet another CNN framework | Nov 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Hard Exudate Segmentation Supplemented by Super-Resolution with Multi-scale Attention Fusion Module | Nov 17, 2022 | Boundary DetectionSegmentation | CodeCode Available | 1 |
| Prompt Tuning for Parameter-efficient Medical Image Segmentation | Nov 16, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image | Nov 15, 2022 | Contrastive LearningSegmentation | CodeCode Available | 1 |
| Multi-center anatomical segmentation with heterogeneous labels via landmark-based models | Nov 14, 2022 | Landmark-based segmentationMemorization | CodeCode Available | 1 |
| Learning from partially labeled data for multi-organ and tumor segmentation | Nov 13, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MAPPING: Model Average with Post-processing for Stroke Lesion Segmentation | Nov 11, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Dual Multi-scale Mean Teacher Network for Semi-supervised Infection Segmentation in Chest CT Volume for COVID-19 | Nov 10, 2022 | Computed Tomography (CT)Segmentation | CodeCode Available | 1 |
| Radiomics-enhanced Deep Multi-task Learning for Outcome Prediction in Head and Neck Cancer | Nov 10, 2022 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| GAPartNet: Cross-Category Domain-Generalizable Object Perception and Manipulation via Generalizable and Actionable Parts | Nov 10, 2022 | 3D Instance SegmentationDomain Generalization | CodeCode Available | 1 |
| Learning to Annotate Part Segmentation with Gradient Matching | Nov 6, 2022 | Segmentation | CodeCode Available | 1 |
| ESKNet-An enhanced adaptive selection kernel convolution for breast tumors segmentation | Nov 5, 2022 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation | Nov 3, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Semantic SuperPoint: A Deep Semantic Descriptor | Nov 2, 2022 | DecoderMulti-Task Learning | CodeCode Available | 1 |
| Phoneme Segmentation Using Self-Supervised Speech Models | Nov 2, 2022 | SegmentationTransfer Learning | CodeCode Available | 1 |
| Tree Detection and Diameter Estimation Based on Deep Learning | Oct 31, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Attention Swin U-Net: Cross-Contextual Attention Mechanism for Skin Lesion Segmentation | Oct 30, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Unsupervised Audio-Visual Lecture Segmentation | Oct 29, 2022 | NavigateOptical Character Recognition (OCR) | CodeCode Available | 1 |
| Toward Unifying Text Segmentation and Long Document Summarization | Oct 28, 2022 | ArticlesDocument Summarization | CodeCode Available | 1 |
| Object Segmentation of Cluttered Airborne LiDAR Point Clouds | Oct 28, 2022 | ObjectObject Recognition | CodeCode Available | 1 |
| U-Net-based Models for Skin Lesion Segmentation: More Attention and Augmentation | Oct 28, 2022 | Data AugmentationLesion Segmentation | CodeCode Available | 1 |
| RGB-T Semantic Segmentation with Location, Activation, and Sharpening | Oct 26, 2022 | DecoderScene Understanding | CodeCode Available | 1 |
| TPFNet: A Novel Text In-painting Transformer for Text Removal | Oct 26, 2022 | Image GenerationSegmentation | CodeCode Available | 1 |
| Pointly-Supervised Panoptic Segmentation | Oct 25, 2022 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| CMU-Net: A Strong ConvMixer-based Medical Ultrasound Image Segmentation Network | Oct 24, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DilatedSegNet: A Deep Dilated Segmentation Network for Polyp Segmentation | Oct 24, 2022 | DecoderSegmentation | CodeCode Available | 1 |
| BARS: A Benchmark for Airport Runway Segmentation | Oct 24, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| MISm: A Medical Image Segmentation Metric for Evaluation of weak labeled Data | Oct 24, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
