| Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning | Sep 20, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| DenseASPP for Semantic Segmentation in Street Scenes | Jun 1, 2018 | Autonomous DrivingImage Segmentation | CodeCode Available | 0 | 5 |
| Dense and Low-Rank Gaussian CRFs Using Deep Embeddings | Oct 1, 2017 | GPUHuman Part Segmentation | CodeCode Available | 0 | 5 |
| Normalization in Training U-Net for 2D Biomedical Semantic Segmentation | Sep 11, 2018 | 2D Semantic SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Dense 2D-3D Indoor Prediction with Sound via Aligned Cross-Modal Distillation | Sep 20, 2023 | 3D Scene ReconstructionDepth Estimation | CodeCode Available | 0 | 5 |
| No-Service Rail Surface Defect Segmentation via Normalized Attention and Dual-scale Interaction | Jun 27, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Nonlinear Markov Random Fields Learned via Backpropagation | Feb 27, 2019 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| No More Discrimination: Cross City Adaptation of Road Scene Segmenters | Apr 27, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Improving Network Slimming with Nonconvex Regularization | Oct 3, 2020 | compressed sensingimage-classification | CodeCode Available | 0 | 5 |
| Adapting Deep Network Features to Capture Psychological Representations | Aug 6, 2016 | Object RecognitionScene Understanding | CodeCode Available | 0 | 5 |
| Not All Pixels Are Equal: Difficulty-aware Semantic Segmentation via Deep Layer Cascade | Apr 5, 2017 | AllSemantic Segmentation | CodeCode Available | 0 | 5 |
| NOCTIS: Novel Object Cyclic Threshold based Instance Segmentation | Jul 2, 2025 | Instance SegmentationObject | CodeCode Available | 0 | 5 |
| Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image Segmentation | Jun 24, 2024 | Computational EfficiencyImage Segmentation | CodeCode Available | 0 | 5 |
| NOISe: Nuclei-Aware Osteoclast Instance Segmentation for Mouse-to-Human Domain Transfer | Apr 15, 2024 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Automated Design of Deep Learning Methods for Biomedical Image Segmentation | Apr 17, 2019 | Deep LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning | May 31, 2023 | Cell SegmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Noise transfer for unsupervised domain adaptation of retinal OCT images | Sep 16, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Delta Distillation for Efficient Video Processing | Mar 17, 2022 | Knowledge Distillationobject-detection | CodeCode Available | 0 | 5 |
| Nighttime sky/cloud image segmentation | May 30, 2017 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| DELINE8K: A Synthetic Data Pipeline for the Semantic Segmentation of Historical Documents | Apr 30, 2024 | 8kDiversity | CodeCode Available | 0 | 5 |
| DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model | Mar 17, 2025 | Image DehazingSemantic Segmentation | CodeCode Available | 0 | 5 |
| Neural Scene Decomposition for Multi-Person Motion Capture | Mar 13, 2019 | 3D geometry3D Pose Estimation | CodeCode Available | 0 | 5 |
| Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation | Dec 16, 2021 | Image SegmentationImage-to-Image Translation | CodeCode Available | 0 | 5 |
| NeuroNet: Fast and Robust Reproduction of Multiple Brain Image Segmentation Pipelines | Jun 11, 2018 | Brain Image SegmentationBrain Segmentation | CodeCode Available | 0 | 5 |
| NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep Learning | Oct 16, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Deformable VisTR: Spatio temporal deformable attention for video instance segmentation | Mar 12, 2022 | GPUInstance Segmentation | CodeCode Available | 0 | 5 |
| BERTgrid: Contextualized Embedding for 2D Document Representation and Understanding | Sep 11, 2019 | Instance SegmentationLanguage Modeling | CodeCode Available | 0 | 5 |
| Neural Ordinary Differential Equations for Semantic Segmentation of Individual Colon Glands | Oct 23, 2019 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| BEN: Using Confidence-Guided Matting for Dichotomous Image Segmentation | Jan 8, 2025 | Dichotomous Image SegmentationImage Matting | CodeCode Available | 0 | 5 |
| Neural Network Meta Classifier: Improving the Reliability of Anomaly Segmentation | Dec 14, 2024 | Anomaly Segmentationregression | CodeCode Available | 0 | 5 |
| Neural networks for topology optimization | Sep 27, 2017 | DecoderDeep Learning | CodeCode Available | 0 | 5 |
| Neural Networks with Divisive normalization for image segmentation with application in cityscapes dataset | Mar 25, 2022 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Neural Rate Estimator and Unsupervised Learning for Efficient Distributed Image Analytics in Split-DNN Models | Jan 1, 2023 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| NeurReg: Neural Registration and Its Application to Image Segmentation | Oct 4, 2019 | Image RegistrationImage Segmentation | CodeCode Available | 0 | 5 |
| A Multimodal Approach Combining Structural and Cross-domain Textual Guidance for Weakly Supervised OCT Segmentation | Nov 19, 2024 | DescriptiveDiagnostic | CodeCode Available | 0 | 5 |
| Neural Gas Network Image Features and Segmentation for Brain Tumor Detection Using Magnetic Resonance Imaging Data | Jan 28, 2023 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| AdaptDiff: Cross-Modality Domain Adaptation via Weak Conditional Semantic Diffusion for Retinal Vessel Segmentation | Oct 6, 2024 | Domain AdaptationImage Segmentation | CodeCode Available | 0 | 5 |
| A Multilinear Tongue Model Derived from Speech Related MRI Data of the Human Vocal Tract | Dec 15, 2016 | DenoisingImage Denoising | CodeCode Available | 0 | 5 |
| DefectNET: multi-class fault detection on highly-imbalanced datasets | Apr 1, 2019 | Defect DetectionFault Detection | CodeCode Available | 0 | 5 |
| NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural Discriminative Dimensionality Reduction | Jan 25, 2018 | Multi-Task LearningSemantic Segmentation | CodeCode Available | 0 | 5 |
| Negligible effect of brain MRI data preprocessing for tumor segmentation | Apr 11, 2022 | AnatomyDenoising | CodeCode Available | 0 | 5 |
| Deep Watershed Transform for Instance Segmentation | Nov 24, 2016 | Instance SegmentationObject | CodeCode Available | 0 | 5 |
| Deep Visual City Recognition Visualization | May 6, 2019 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| MV-MOS: Multi-View Feature Fusion for 3D Moving Object Segmentation | Aug 20, 2024 | Autonomous DrivingMamba | CodeCode Available | 0 | 5 |
| Adaptation of Distinct Semantics for Uncertain Areas in Polyp Segmentation | May 13, 2024 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs | Mar 13, 2017 | General ClassificationImage Segmentation | CodeCode Available | 0 | 5 |
| DeepUNet: A Deep Fully Convolutional Network for Pixel-level Sea-Land Segmentation | Sep 1, 2017 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| A multi-contrast MRI approach to thalamus segmentation | Jul 27, 2018 | AnatomyImage Segmentation | CodeCode Available | 0 | 5 |
| Mushroom Segmentation and 3D Pose Estimation from Point Clouds using Fully Convolutional Geometric Features and Implicit Pose Encoding | Apr 17, 2024 | 3D Pose EstimationInstance Segmentation | CodeCode Available | 0 | 5 |
| Mutual Query Network for Multi-Modal Product Image Segmentation | Jun 26, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
