| Contrastive learning of global and local features for medical image segmentation with limited annotations | Jun 18, 2020 | Contrastive LearningData Augmentation | CodeCode Available | 1 | 5 |
| DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation | Apr 22, 2021 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Contrastive Lift: 3D Object Instance Segmentation by Slow-Fast Contrastive Fusion | Jun 7, 2023 | ClusteringInstance Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Masked Autoencoders are Stronger Vision Learners | Jul 27, 2022 | Contrastive LearningDecoder | CodeCode Available | 1 | 5 |
| Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation | Mar 9, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Contrastive Multimodal Fusion with TupleInfoNCE | Jul 6, 2021 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving | Jan 5, 2022 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 | 5 |
| DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation | Nov 29, 2021 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 | 5 |
| Manhattan Room Layout Reconstruction from a Single 360 image: A Comparative Study of State-of-the-art Methods | Oct 9, 2019 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Registration for Unsupervised Medical Image Segmentation | Nov 17, 2020 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| AttaNet: Attention-Augmented Network for Fast and Accurate Scene Parsing | Mar 10, 2021 | Scene ParsingSegmentation | CodeCode Available | 1 | 5 |
| First Place Solution to the ECCV 2024 BRAVO Challenge: Evaluating Robustness of Vision Foundation Models for Semantic Segmentation | Sep 25, 2024 | DecoderSemantic Segmentation | CodeCode Available | 1 | 5 |
| Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding | Oct 6, 2022 | 3D Object ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Contrastive Semi-supervised Learning for Domain Adaptive Segmentation Across Similar Anatomical Structures | Aug 18, 2022 | AnatomyContrastive Learning | CodeCode Available | 1 | 5 |
| LABELMAKER: Automatic Semantic Label Generation from RGB-D Trajectories | Nov 20, 2023 | Neural RenderingSemantic Segmentation | CodeCode Available | 1 | 5 |
| DACS: Domain Adaptation via Cross-domain Mixed Sampling | Jul 17, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 | 5 |
| An Instance Segmentation Dataset of Yeast Cells in Microstructures | Apr 15, 2023 | Cell SegmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation | Jun 15, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Few-shot 3D Point Cloud Semantic Segmentation | Jun 22, 2020 | Few-shot 3D Point Cloud Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| Label-Efficient Semantic Segmentation of LiDAR Point Clouds in Adverse Weather Conditions | Jun 14, 2024 | Few-Shot Semantic SegmentationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Deep Multi-Threshold Spiking-UNet for Image Processing | Jul 20, 2023 | DenoisingImage Segmentation | CodeCode Available | 1 | 5 |
| Conv2Former: A Simple Transformer-Style ConvNet for Visual Recognition | Nov 22, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| OpenTrench3D: A Photogrammetric 3D Point Cloud Dataset for Semantic Segmentation of Underground Utilities | Apr 11, 2024 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 | 5 |
| An Informative Path Planning Framework for Active Learning in UAV-based Semantic Mapping | Feb 7, 2023 | Active LearningSemantic Segmentation | CodeCode Available | 1 | 5 |
