| 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 |
| DEAL: Difficulty-aware Active Learning for Semantic Segmentation | Oct 17, 2020 | Active LearningSegmentation | CodeCode Available | 1 |
| Decoder Denoising Pretraining for Semantic Segmentation | May 23, 2022 | DecoderDenoising | CodeCode Available | 1 |
| ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions | May 24, 2022 | Semantic SegmentationVocal Bursts Intensity Prediction | 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 |
| DC-UNet: Rethinking the U-Net Architecture with Dual Channel Efficient CNN for Medical Images Segmentation | May 31, 2020 | DecoderImage 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 |
| A Stitch in Time Saves Nine: A Train-Time Regularizing Loss for Improved Neural Network Calibration | Mar 25, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| DDANet: Dual Decoder Attention Network for Automatic Polyp Segmentation | Dec 30, 2020 | Colorectal Polyps CharacterizationDecision Making | CodeCode Available | 1 |
| Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation | Oct 12, 2022 | Class-Incremental Semantic SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Deep Active Learning for Axon-Myelin Segmentation on Histology Data | Jul 11, 2019 | Active LearningAnatomy | CodeCode Available | 1 |
| Deep learning based geometric registration for medical images: How accurate can we get without visual features? | Mar 1, 2021 | DecoderDescriptive | 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 |
| DB-SAM: Delving into High Quality Universal Medical Image Segmentation | Oct 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DA-TransUNet: Integrating Spatial and Channel Dual Attention with Transformer U-Net for Medical Image Segmentation | Oct 19, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| DC-SAM: In-Context Segment Anything in Images and Videos via Dual Consistency | Apr 16, 2025 | Few-Shot LearningInteractive Segmentation | CodeCode Available | 1 |
| SofGAN: A Portrait Image Generator with Dynamic Styling | Jul 7, 2020 | 2D Semantic Segmentation3D geometry | CodeCode Available | 1 |
| Dataset Enhancement with Instance-Level Augmentations | Jun 12, 2024 | Data AugmentationObject | CodeCode Available | 1 |
| Data-Free Quantization Through Weight Equalization and Bias Correction | Jun 11, 2019 | Data Free Quantizationobject-detection | CodeCode Available | 1 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| Dataset Diffusion: Diffusion-based Synthetic Dataset Generation for Pixel-Level Semantic Segmentation | Sep 25, 2023 | Dataset GenerationSegmentation | CodeCode Available | 1 |
| DatasetGAN: Efficient Labeled Data Factory with Minimal Human Effort | Apr 13, 2021 | DecoderImage Segmentation | CodeCode Available | 1 |
| DCSAU-Net: A Deeper and More Compact Split-Attention U-Net for Medical Image Segmentation | Feb 2, 2022 | DecoderImage 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 |
| DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation | Apr 22, 2021 | Autonomous DrivingDomain Adaptation | CodeCode Available | 1 |
| Unified Domain Adaptive Semantic Segmentation | Nov 22, 2023 | Data AugmentationOptical Flow Estimation | CodeCode Available | 1 |
| DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation | Nov 29, 2021 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| DAE-Former: Dual Attention-guided Efficient Transformer for Medical Image Segmentation | Dec 27, 2022 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding | Oct 6, 2022 | 3D Object ClassificationContrastive Learning | CodeCode Available | 1 |
| DAAIN: Detection of Anomalous and Adversarial Input using Normalizing Flows | May 30, 2021 | GPUImage Segmentation | CodeCode Available | 1 |
| D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription | Jan 9, 2025 | DenoisingImage Segmentation | CodeCode Available | 1 |
| dacl10k: Benchmark for Semantic Bridge Damage Segmentation | Sep 1, 2023 | DiversitySegmentation | CodeCode Available | 1 |
| A Flexible 2.5D Medical Image Segmentation Approach with In-Slice and Cross-Slice Attention | Apr 30, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 1 |
| D2Det: Towards High Quality Object Detection and Instance Segmentation | Jun 1, 2020 | Instance SegmentationObject | CodeCode Available | 1 |
| DACS: Domain Adaptation via Cross-domain Mixed Sampling | Jul 17, 2020 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| DATA: Domain-Aware and Task-Aware Self-supervised Learning | Mar 17, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| DCSEG: Decoupled 3D Open-Set Segmentation using Gaussian Splatting | Dec 14, 2024 | 3D ReconstructionSegmentation | 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 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Cylindrical and Asymmetrical 3D Convolution Networks for LiDAR-based Perception | Sep 12, 2021 | Panoptic SegmentationSegmentation | CodeCode Available | 1 |
| A Closer Look at Self-training for Zero-Label Semantic Segmentation | Apr 21, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Affinity Space Adaptation for Semantic Segmentation Across Domains | Sep 26, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| CycleMLP: A MLP-like Architecture for Dense Prediction | Jul 21, 2021 | Image ClassificationInstance Segmentation | 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 |
| 3D Instances as 1D Kernels | Jul 15, 2022 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Affinity Fusion Graph-based Framework for Natural Image Segmentation | Jun 24, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| CV 3315 Is All You Need : Semantic Segmentation Competition | Jun 25, 2022 | AllDecoder | 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 |
| MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution | Sep 27, 2019 | GPUInstance Segmentation | CodeCode Available | 1 |
