| Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations | Feb 8, 2022 | Semantic Segmentation | CodeCode Available | 1 | 5 |
| A Survey of Self-Supervised and Few-Shot Object Detection | Oct 27, 2021 | Few-Shot Object DetectionInstance Segmentation | CodeCode Available | 1 | 5 |
| Curriculum-style Local-to-global Adaptation for Cross-domain Remote Sensing Image Segmentation | Mar 3, 2022 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| MulT: An End-to-End Multitask Learning Transformer | May 17, 2022 | DecoderDepth Estimation | CodeCode Available | 1 | 5 |
| Multi-Anchor Active Domain Adaptation for Semantic Segmentation | Aug 18, 2021 | Active LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| 3D Indoor Instance Segmentation in an Open-World | Sep 25, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks | Aug 13, 2021 | Autonomous Drivingobject-detection | CodeCode Available | 1 | 5 |
| Multi-Compound Transformer for Accurate Biomedical Image Segmentation | Jun 28, 2021 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Multi-Domain Incremental Learning for Semantic Segmentation | Oct 23, 2021 | Incremental LearningScene Segmentation | CodeCode Available | 1 | 5 |
| A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application | Oct 22, 2023 | Continual LearningContinual Semantic Segmentation | CodeCode Available | 1 | 5 |
| Multi-Granularity Distillation Scheme Towards Lightweight Semi-Supervised Semantic Segmentation | Aug 22, 2022 | Knowledge DistillationSemantic Segmentation | CodeCode Available | 1 | 5 |
| Prototype-based Incremental Few-Shot Semantic Segmentation | Nov 30, 2020 | Few-Shot Semantic SegmentationIncremental Learning | CodeCode Available | 1 | 5 |
| Multi-Head Distillation for Continual Unsupervised Domain Adaptation in Semantic Segmentation | Apr 25, 2022 | Continual LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Addressing Failure Detection by Learning Model Confidence | Dec 1, 2019 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Is Attention Better Than Matrix Decomposition? | Sep 9, 2021 | Conditional Image GenerationImage Generation | CodeCode Available | 1 | 5 |
| ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution | Mar 1, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 | 5 |
| Multi-Loss Weighting with Coefficient of Variations | Sep 3, 2020 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error | Aug 6, 2023 | Domain AdaptationModel Selection | CodeCode Available | 1 | 5 |
| ASSANet: An Anisotropic Separable Set Abstraction for Efficient Point Cloud Representation Learning | Oct 20, 2021 | 3D Part Segmentation3D Point Cloud Classification | CodeCode Available | 1 | 5 |
| CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features | May 13, 2019 | Domain GeneralizationImage Captioning | CodeCode Available | 1 | 5 |
| Affinity Attention Graph Neural Network for Weakly Supervised Semantic Segmentation | Jun 8, 2021 | Box-supervised Instance SegmentationGraph Neural Network | CodeCode Available | 1 | 5 |
| MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution | Sep 27, 2019 | GPUInstance Segmentation | CodeCode Available | 1 | 5 |
| Content-aware Token Sharing for Efficient Semantic Segmentation with Vision Transformers | Jun 3, 2023 | Computational Efficiencyimage-classification | CodeCode Available | 1 | 5 |
| Event-assisted Low-Light Video Object Segmentation | Apr 2, 2024 | ObjectSemantic Segmentation | CodeCode Available | 1 | 5 |
| Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding | Jan 5, 2019 | Domain AdaptationScene Understanding | CodeCode Available | 1 | 5 |
