| 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 |
| D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription | Jan 9, 2025 | DenoisingImage Segmentation | CodeCode Available | 1 |
| DACS: Domain Adaptation via Cross-domain Mixed Sampling | Jul 17, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial | Jun 1, 2020 | Computed Tomography (CT)Image Segmentation | CodeCode Available | 1 |
| A Simple Recipe for Language-guided Domain Generalized Segmentation | Nov 29, 2023 | Data AugmentationSemantic Segmentation | CodeCode Available | 1 |
| 3DLabelProp: Geometric-Driven Domain Generalization for LiDAR Semantic Segmentation in Autonomous Driving | Jan 24, 2025 | Autonomous DrivingDomain Generalization | CodeCode Available | 1 |
| BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos | Jul 26, 2019 | Data AugmentationObject Tracking | CodeCode Available | 1 |
| AS-MLP: An Axial Shifted MLP Architecture for Vision | Jul 18, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation | Dec 27, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Cylinder3D: An Effective 3D Framework for Driving-scene LiDAR Semantic Segmentation | Aug 4, 2020 | 3D Semantic SegmentationLIDAR Semantic Segmentation | CodeCode Available | 1 |
| A Comparative Evaluation of Deep Learning Techniques for Photovoltaic Panel Detection from Aerial Images | May 11, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception | Sep 12, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | CodeCode Available | 1 |
| CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision | Mar 3, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| D2A U-Net: Automatic Segmentation of COVID-19 Lesions from CT Slices with Dilated Convolution and Dual Attention Mechanism | Feb 10, 2021 | Computed Tomography (CT)Decoder | CodeCode Available | 1 |
| Cutting-edge 3D Medical Image Segmentation Methods in 2020: Are Happy Families All Alike? | Jan 1, 2021 | AllImage Segmentation | CodeCode Available | 1 |
| SofGAN: A Portrait Image Generator with Dynamic Styling | Jul 7, 2020 | 2D Semantic Segmentation3D geometry | CodeCode Available | 1 |
| CuVLER: Enhanced Unsupervised Object Discoveries through Exhaustive Self-Supervised Transformers | Mar 12, 2024 | Clusteringgraph partitioning | CodeCode Available | 1 |
| CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features | May 13, 2019 | Domain GeneralizationImage Captioning | CodeCode Available | 1 |
| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation | Sep 23, 2022 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| CV 3315 Is All You Need : Semantic Segmentation Competition | Jun 25, 2022 | AllDecoder | CodeCode Available | 1 |
| D^2Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos | Nov 15, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks | Jan 31, 2020 | Semantic Segmentation | CodeCode Available | 1 |
