| Deep-learning in the bioimaging wild: Handling ambiguous data with deepflash2 | Nov 12, 2021 | Deep LearningInstance Segmentation | CodeCode Available | 1 |
| ECLAIR: A High-Fidelity Aerial LiDAR Dataset for Semantic Segmentation | Apr 16, 2024 | 3D Semantic SegmentationManagement | CodeCode Available | 1 |
| Deep Label Distribution Learning with Label Ambiguity | Nov 6, 2016 | Age EstimationClassification | CodeCode Available | 1 |
| DeepIPC: Deeply Integrated Perception and Control for an Autonomous Vehicle in Real Environments | Jul 20, 2022 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 1 |
| Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation | Apr 2, 2021 | ObjectSegmentation | CodeCode Available | 1 |
| Attention guided global enhancement and local refinement network for semantic segmentation | Apr 9, 2022 | DecoderSemantic Segmentation | CodeCode Available | 1 |
| DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs | Jun 2, 2016 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| EditGAN: High-Precision Semantic Image Editing | Nov 4, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| AggMask: Exploring locally aggregated learning of mask representations for instance segmentation | Jan 1, 2021 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Effective Self-supervised Pre-training on Low-compute Networks without Distillation | Oct 6, 2022 | AttributeInstance Segmentation | CodeCode Available | 1 |
| 3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks | Jul 30, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Attention-guided Temporally Coherent Video Object Matting | May 24, 2021 | Image MattingObject | CodeCode Available | 1 |
| Automatic Foot Ulcer Segmentation Using an Ensemble of Convolutional Neural Networks | Sep 3, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| A self-supervised learning strategy for postoperative brain cavity segmentation simulating resections | May 24, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Deep Instruction Tuning for Segment Anything Model | Mar 31, 2024 | DecoderImage Segmentation | CodeCode Available | 1 |
| Efficient Mask Correction for Click-Based Interactive Image Segmentation | Jan 1, 2023 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Deep learning approach to left ventricular non-compaction measurement | Nov 30, 2020 | CPUDeep Learning | CodeCode Available | 1 |
| Deeply supervised salient object detection with short connections | Nov 15, 2016 | Boundary DetectionObject | CodeCode Available | 1 |
| Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition | Feb 20, 2020 | Semantic Segmentation | CodeCode Available | 1 |
| Deep Gradient Learning for Efficient Camouflaged Object Detection | May 25, 2022 | Defect DetectionObject | CodeCode Available | 1 |
| A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation | May 29, 2024 | Autonomous DrivingBoundary Detection | CodeCode Available | 1 |
| Efficient Regional Memory Network for Video Object Segmentation | Mar 24, 2021 | ObjectOne-shot visual object segmentation | CodeCode Available | 1 |
| Attention U-Net: Learning Where to Look for the Pancreas | Apr 11, 2018 | Brain Tumor SegmentationComputational Efficiency | CodeCode Available | 1 |
| EfficientSeg: An Efficient Semantic Segmentation Network | Sep 14, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Attentive Symmetric Autoencoder for Brain MRI Segmentation | Sep 19, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction | Jun 1, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation | Aug 14, 2021 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Background Semantics Matter: Cross-Task Feature Exchange Network for Clustered Infrared Small Target Detection With Sky-Annotated Dataset | Jul 29, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| Agriculture-Vision: A Large Aerial Image Database for Agricultural Pattern Analysis | Jan 5, 2020 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Attribute-guided image generation from layout | Aug 27, 2020 | AttributeImage Generation | CodeCode Available | 1 |
| Attribution-aware Weight Transfer: A Warm-Start Initialization for Class-Incremental Semantic Segmentation | Oct 13, 2022 | Class-Incremental Semantic SegmentationContinual Learning | CodeCode Available | 1 |
| Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes | Jan 15, 2021 | All-day Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| Deep evidential fusion with uncertainty quantification and contextual discounting for multimodal medical image segmentation | Sep 12, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Efficient Visual Pretraining with Contrastive Detection | Mar 19, 2021 | Semantic SegmentationTransfer Learning | CodeCode Available | 1 |
| AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation | Sep 30, 2024 | Long-tail LearningSemantic Segmentation | CodeCode Available | 1 |
| Audio-Visual Instance Segmentation | Oct 28, 2023 | Instance SegmentationSegmentation | CodeCode Available | 1 |
| Balanced Energy Regularization Loss for Out-of-distribution Detection | Jun 18, 2023 | Classificationimage-classification | CodeCode Available | 1 |
| Deep ContourFlow: Advancing Active Contours with Deep Learning | Jul 15, 2024 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| A hierarchical semantic segmentation framework for computer vision-based bridge damage detection | Jul 18, 2022 | Image SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Augmentation for small object detection | Feb 19, 2019 | Instance SegmentationObject | CodeCode Available | 1 |
| Augmentation-Free Dense Contrastive Knowledge Distillation for Efficient Semantic Segmentation | Dec 7, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images | Apr 17, 2022 | Semantic Segmentation | CodeCode Available | 1 |
| DeepCut: Unsupervised Segmentation using Graph Neural Networks Clustering | Dec 12, 2022 | ClusteringGraph Neural Network | CodeCode Available | 1 |
| Deep clustering: Discriminative embeddings for segmentation and separation | Aug 18, 2015 | ClusteringDeep Clustering | CodeCode Available | 1 |
| A Satellite Imagery Dataset for Long-Term Sustainable Development in United States Cities | Aug 1, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| Deep Clustering for Unsupervised Learning of Visual Features | Jul 15, 2018 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Deep Domain Adaptation: A Sim2Real Neural Approach for Improving Eye-Tracking Systems | Mar 23, 2024 | Dimensionality ReductionDomain Adaptation | CodeCode Available | 1 |
| Deep Image Semantic Communication Model for Artificial Intelligent Internet of Things | Nov 6, 2023 | Generative Adversarial NetworkImage Compression | 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 |
| Deep Metric Learning for Open World Semantic Segmentation | Aug 10, 2021 | Autonomous DrivingFew-Shot Learning | CodeCode Available | 1 |
