| ALSO: Automotive Lidar Self-supervision by Occupancy estimation | Dec 12, 2022 | Autonomous DrivingContrastive Learning | CodeCode Available | 1 |
| DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering | Dec 12, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation | Dec 11, 2022 | Contrastive LearningImage Generation | CodeCode Available | 1 |
| Source-free Depth for Object Pop-out | Dec 10, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Benchmarking Self-Supervised Learning on Diverse Pathology Datasets | Dec 9, 2022 | BenchmarkingClassification | CodeCode Available | 1 |
| Augmentation Matters: A Simple-yet-Effective Approach to Semi-supervised Semantic Segmentation | Dec 9, 2022 | Semantic SegmentationSemi-Supervised Semantic Segmentation | CodeCode Available | 1 |
| Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning | Dec 9, 2022 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud | Dec 9, 2022 | ColorizationPseudo Label | CodeCode Available | 1 |
| Latent Graph Representations for Critical View of Safety Assessment | Dec 8, 2022 | AnatomyGraph Neural Network | CodeCode Available | 1 |
| EPCL: Frozen CLIP Transformer is An Efficient Point Cloud Encoder | Dec 8, 2022 | Few-Shot LearningSegmentation | CodeCode Available | 1 |
| X-Paste: Revisiting Scalable Copy-Paste for Instance Segmentation using CLIP and StableDiffusion | Dec 7, 2022 | Data AugmentationInstance Segmentation | CodeCode Available | 1 |
| LWSIS: LiDAR-guided Weakly Supervised Instance Segmentation for Autonomous Driving | Dec 7, 2022 | Autonomous DrivingInstance Segmentation | CodeCode Available | 1 |
| Domain generalization of 3D semantic segmentation in autonomous driving | Dec 7, 2022 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| MEDIAR: Harmony of Data-Centric and Model-Centric for Multi-Modality Microscopy | Dec 7, 2022 | Cell SegmentationElectron Microscopy Image Segmentation | CodeCode Available | 1 |
| Iterative Next Boundary Detection for Instance Segmentation of Tree Rings in Microscopy Images of Shrub Cross Sections | Dec 6, 2022 | Boundary DetectionInstance Segmentation | CodeCode Available | 1 |
| Union-set Multi-source Model Adaptation for Semantic Segmentation | Dec 6, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| IncepFormer: Efficient Inception Transformer with Pyramid Pooling for Semantic Segmentation | Dec 6, 2022 | Image ClassificationSemantic Segmentation | CodeCode Available | 1 |
| PØDA: Prompt-driven Zero-shot Domain Adaptation | Dec 6, 2022 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Window Normalization: Enhancing Point Cloud Understanding by Unifying Inconsistent Point Densities | Dec 5, 2022 | Semantic Segmentation | CodeCode Available | 1 |
| Fine-grained Image Editing by Pixel-wise Guidance Using Diffusion Models | Dec 5, 2022 | Semantic Segmentation | CodeCode Available | 1 |
| Learning to Learn Better for Video Object Segmentation | Dec 5, 2022 | Inductive LearningObject | CodeCode Available | 1 |
| FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street Views | Dec 5, 2022 | Knowledge DistillationModel Compression | CodeCode Available | 1 |
| SASFormer: Transformers for Sparsely Annotated Semantic Segmentation | Dec 5, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| LE-UDA: Label-efficient unsupervised domain adaptation for medical image segmentation | Dec 5, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 |
| Med-Query: Steerable Parsing of 9-DoF Medical Anatomies with Query Embedding | Dec 5, 2022 | AnatomyComputed Tomography (CT) | CodeCode Available | 1 |
| PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain Generalization | Dec 2, 2022 | Domain Generalizationobject-detection | CodeCode Available | 1 |
| Multi-Class Segmentation from Aerial Views using Recursive Noise Diffusion | Dec 1, 2022 | DenoisingNavigate | CodeCode Available | 1 |
| ResFormer: Scaling ViTs with Multi-Resolution Training | Dec 1, 2022 | Action Recognitionimage-classification | CodeCode Available | 1 |
| 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 |
| Hyperbolic Contrastive Learning for Visual Representations beyond Objects | Dec 1, 2022 | Contrastive Learningimage-classification | CodeCode Available | 1 |
| Unite and Conquer: Plug & Play Multi-Modal Synthesis using Diffusion Models | Dec 1, 2022 | Face GenerationFace Sketch Synthesis | CodeCode Available | 1 |
| Conservative-Progressive Collaborative Learning for Semi-supervised Semantic Segmentation | Nov 30, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| AIO-P: Expanding Neural Performance Predictors Beyond Image Classification | Nov 30, 2022 | 2D Human Pose EstimationClassification | CodeCode Available | 1 |
| Three-stage binarization of color document images based on discrete wavelet transform and generative adversarial networks | Nov 29, 2022 | AvgBinarization | CodeCode Available | 1 |
| FsaNet: Frequency Self-attention for Semantic Segmentation | Nov 28, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Class Adaptive Network Calibration | Nov 28, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| Learning Dense Object Descriptors from Multiple Views for Low-shot Category Generalization | Nov 28, 2022 | Novel View SynthesisObject | 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 |
| Rethinking Data Augmentation for Single-source Domain Generalization in Medical Image Segmentation | Nov 27, 2022 | Data AugmentationDiversity | CodeCode Available | 1 |
| Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation | Nov 27, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| 1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation | Nov 26, 2022 | Domain AdaptationSemantic 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 |
| Meta Architecture for Point Cloud Analysis | Nov 26, 2022 | 3D Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 |
| RbA: Segmenting Unknown Regions Rejected by All | Nov 25, 2022 | AllAnomaly Detection | CodeCode Available | 1 |
| Language-Assisted 3D Feature Learning for Semantic Scene Understanding | Nov 25, 2022 | DescriptiveInstance Segmentation | CodeCode Available | 1 |
| MUSTER: A Multi-scale Transformer-based Decoder for Semantic Segmentation | Nov 25, 2022 | DecoderObject Localization | 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 |
