| Change-Aware Sampling and Contrastive Learning for Satellite Images | Jan 1, 2023 | Change DetectionContrastive Learning | CodeCode Available | 1 |
| Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor | Jan 1, 2023 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Interactive Segmentation As Gaussion Process Classification | Jan 1, 2023 | Binary ClassificationClassification | CodeCode Available | 1 |
| Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning | Jan 1, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Video Object Segmentation-aware Video Frame Interpolation | Jan 1, 2023 | ObjectPose Estimation | CodeCode Available | 1 |
| Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models | Jan 1, 2023 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| Multispectral Video Semantic Segmentation: A Benchmark Dataset and Baseline | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| PeakConv: Learning Peak Receptive Field for Radar Semantic Segmentation | Jan 1, 2023 | ObjectScene Understanding | CodeCode Available | 1 |
| CDAC: Cross-domain Attention Consistency in Transformer for Domain Adaptive Semantic Segmentation | Jan 1, 2023 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty | Jan 1, 2023 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| Proximal Splitting Adversarial Attack for Semantic Segmentation | Jan 1, 2023 | Adversarial AttackSegmentation | CodeCode Available | 1 |
| Sparsely Annotated Semantic Segmentation With Adaptive Gaussian Mixtures | Jan 1, 2023 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| Label-Guided Knowledge Distillation for Continual Semantic Segmentation on 2D Images and 3D Point Clouds | Jan 1, 2023 | Continual Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Hunting Sparsity: Density-Guided Contrastive Learning for Semi-Supervised Semantic Segmentation | Jan 1, 2023 | Contrastive LearningDensity Estimation | CodeCode Available | 1 |
| Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation | Jan 1, 2023 | Instance SegmentationPseudo Label | CodeCode Available | 1 |
| A Simple Framework for Text-Supervised Semantic Segmentation | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Uni-3D: A Universal Model for Panoptic 3D Scene Reconstruction | Jan 1, 2023 | 3D Scene ReconstructionImage Segmentation | CodeCode Available | 1 |
| Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's-Eye View | Jan 1, 2023 | Autonomous DrivingHallucination | CodeCode Available | 1 |
| CauSSL: Causality-inspired Semi-supervised Learning for Medical Image Segmentation | Jan 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation | Jan 1, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Towards Better Stability and Adaptability: Improve Online Self-Training for Model Adaptation in Semantic Segmentation | Jan 1, 2023 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| MasQCLIP for Open-Vocabulary Universal Image Segmentation | Jan 1, 2023 | Image SegmentationPanoptic Segmentation | CodeCode Available | 1 |
| PODA: Prompt-driven Zero-shot Domain Adaptation | Jan 1, 2023 | Domain Adaptationimage-classification | CodeCode Available | 1 |
| Class-incremental Continual Learning for Instance Segmentation with Image-level Weak Supervision | Jan 1, 2023 | Continual LearningIncremental Learning | CodeCode Available | 1 |
| Efficient On-device Training via Gradient Filtering | Jan 1, 2023 | Federated Learningimage-classification | CodeCode Available | 1 |
| Boundary-Enhanced Co-Training for Weakly Supervised Semantic Segmentation | Jan 1, 2023 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Disjoint Masking with Joint Distillation for Efficient Masked Image Modeling | Dec 31, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| PanDepth: Joint Panoptic Segmentation and Depth Completion | Dec 29, 2022 | Autonomous DrivingDepth Completion | CodeCode Available | 1 |
| MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery | Dec 29, 2022 | AnatomyData Augmentation | CodeCode Available | 1 |
| 1st Place Solution for YouTubeVOS Challenge 2022: Referring Video Object Segmentation | Dec 27, 2022 | ObjectReferring Video Object Segmentation | CodeCode Available | 1 |
| DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation | Dec 27, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Artificial Pupil Dilation for Data Augmentation in Iris Semantic Segmentation | Dec 24, 2022 | Data AugmentationIris Recognition | CodeCode Available | 1 |
| Push-the-Boundary: Boundary-aware Feature Propagation for Semantic Segmentation of 3D Point Clouds | Dec 23, 2022 | Multi-Task LearningObject | CodeCode Available | 1 |
| A Close Look at Spatial Modeling: From Attention to Convolution | Dec 23, 2022 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| On Calibrating Semantic Segmentation Models: Analyses and An Algorithm | Dec 22, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| SupeRGB-D: Zero-shot Instance Segmentation in Cluttered Indoor Environments | Dec 22, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| MaskingDepth: Masked Consistency Regularization for Semi-supervised Monocular Depth Estimation | Dec 21, 2022 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| DuAT: Dual-Aggregation Transformer Network for Medical Image Segmentation | Dec 21, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Masked Event Modeling: Self-Supervised Pretraining for Event Cameras | Dec 20, 2022 | ClassificationEvent-based vision | CodeCode Available | 1 |
| Which Pixel to Annotate: a Label-Efficient Nuclei Segmentation Framework | Dec 20, 2022 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| UniDA3D: Unified Domain Adaptive 3D Semantic Segmentation Pipeline | Dec 20, 2022 | 3D Semantic SegmentationDomain Adaptation | CodeCode Available | 1 |
| Segmentation Ability Map: Interpret deep features for medical image segmentation | Dec 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Focal-UNet: UNet-like Focal Modulation for Medical Image Segmentation | Dec 19, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization | Dec 18, 2022 | Domain GeneralizationHallucination | CodeCode Available | 1 |
| Context Label Learning: Improving Background Class Representations in Semantic Segmentation | Dec 16, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| FlexiViT: One Model for All Patch Sizes | Dec 15, 2022 | AllImage-text Retrieval | CodeCode Available | 1 |
| Unsupervised Object Localization: Observing the Background to Discover Objects | Dec 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| EM-Paste: EM-guided Cut-Paste with DALL-E Augmentation for Image-level Weakly Supervised Instance Segmentation | Dec 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation | Dec 13, 2022 | Decoderimage-classification | CodeCode Available | 1 |
| DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering | Dec 12, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 |
