| Joint Graph Decomposition and Node Labeling: Problem, Algorithms, Applications | Nov 14, 2016 | Combinatorial OptimizationMultiple Object Tracking | CodeCode Available | 0 | 5 |
| Dynamic Mini-batch SGD for Elastic Distributed Training: Learning in the Limbo of Resources | Apr 26, 2019 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Dynamic Linear Transformer for 3D Biomedical Image Segmentation | Jun 1, 2022 | 3D Medical Imaging SegmentationDecoder | CodeCode Available | 0 | 5 |
| JOINEDTrans: Prior Guided Multi-task Transformer for Joint Optic Disc/Cup Segmentation and Fovea Detection | May 19, 2023 | Fovea DetectionImage Segmentation | CodeCode Available | 0 | 5 |
| Joint Representation Learning for Text and 3D Point Cloud | Jan 18, 2023 | Contrastive LearningInstance Segmentation | CodeCode Available | 0 | 5 |
| C^2DA: Contrastive and Context-aware Domain Adaptive Semantic Segmentation | Oct 10, 2024 | Semantic Segmentation | CodeCode Available | 0 | 5 |
| An Image Patch is a Wave: Phase-Aware Vision MLP | Nov 24, 2021 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent Clustering | Oct 19, 2024 | ClusteringImage Segmentation | CodeCode Available | 0 | 5 |
| CTS: A Consistency-Based Medical Image Segmentation Model | May 15, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| A Dataset for Deep Learning-based Bone Structure Analyses in Total Hip Arthroplasty | Jun 7, 2023 | Active LearningAnatomy | CodeCode Available | 0 | 5 |
| IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks | Dec 21, 2024 | object-detectionObject Detection | CodeCode Available | 0 | 5 |
| BuyTheDips: PathLoss for improved topology-preserving deep learning-based image segmentation | Jul 23, 2022 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation | Mar 23, 2022 | Earth ObservationSemantic Segmentation | CodeCode Available | 0 | 5 |
| IterNet: Retinal Image Segmentation Utilizing Structural Redundancy in Vessel Networks | Dec 12, 2019 | Image SegmentationRetinal Vessel Segmentation | CodeCode Available | 0 | 5 |
| Dynamic Dual Sampling Module for Fine-Grained Semantic Segmentation | May 25, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| A Dataset for Analysing Complex Document Layouts in the Digital Humanities and Its Evaluation with Krippendorff’s Alpha | Sep 20, 2022 | Instance SegmentationObject Detection | CodeCode Available | 0 | 5 |
| Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics | Mar 17, 2025 | Semantic Segmentation | CodeCode Available | 0 | 5 |
| Joint segmentation and discontinuity-preserving deformable registration: Application to cardiac cine-MR images | Nov 24, 2022 | Image RegistrationImage Segmentation | CodeCode Available | 0 | 5 |
| Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data | Jul 22, 2024 | Domain Adaptationimage-classification | CodeCode Available | 0 | 5 |
| "Is your explanation stable?": A Robustness Evaluation Framework for Feature Attribution | Sep 5, 2022 | AttributeSemantic Segmentation | CodeCode Available | 0 | 5 |
| An Exploration of 2D and 3D Deep Learning Techniques for Cardiac MR Image Segmentation | Sep 13, 2017 | GPUImage Segmentation | CodeCode Available | 0 | 5 |
| IM2HEIGHT: Height Estimation from Single Monocular Imagery via Fully Residual Convolutional-Deconvolutional Network | Feb 28, 2018 | Instance SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Isometric Transformations for Image Augmentation in Mueller Matrix Polarimetry | Nov 12, 2024 | Data AugmentationImage Augmentation | CodeCode Available | 0 | 5 |
| An expert-driven data generation pipeline for histological images | Jun 3, 2024 | Cell SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| ISDA: Position-Aware Instance Segmentation with Deformable Attention | Feb 23, 2022 | Instance SegmentationPosition | CodeCode Available | 0 | 5 |
| DV3+HED+: A DCNNs-based Framework to Monitor Temporary Works and ESAs in Railway Construction Project Using VHR Satellite Images | Aug 29, 2019 | Edge DetectionSemantic Segmentation | CodeCode Available | 0 | 5 |
| Curriculum Learning for Recurrent Video Object Segmentation | Aug 15, 2020 | ObjectSemantic Segmentation | CodeCode Available | 0 | 5 |
| SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation | Oct 22, 2018 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 0 | 5 |
| IPSeg: Image Posterior Mitigates Semantic Drift in Class-Incremental Segmentation | Feb 7, 2025 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| iResSENet: An Accurate Convolutional Neural Network for Retinal Blood Vessel Segmentation | Apr 13, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| D-UNet: a dimension-fusion U shape network for chronic stroke lesion segmentation | Aug 14, 2019 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| AdaShare: Learning What To Share For Efficient Deep Multi-Task Learning | Nov 27, 2019 | Multi-Task LearningSemantic Segmentation | CodeCode Available | 0 | 5 |
| DuEDL: Dual-Branch Evidential Deep Learning for Scribble-Supervised Medical Image Segmentation | May 23, 2024 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Iris Recognition with Image Segmentation Employing Retrained Off-the-Shelf Deep Neural Networks | Jan 4, 2019 | Deep LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Curriculum Prompting Foundation Models for Medical Image Segmentation | Sep 1, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| Image Clustering with Optimization Algorithms and Color Space | Apr 18, 2018 | ClusteringImage Clustering | CodeCode Available | 0 | 5 |
| Curriculum semi-supervised segmentation | Apr 10, 2019 | Left Ventricle Segmentationregression | CodeCode Available | 0 | 5 |
| Investigating Shift-Variance of Convolutional Neural Networks in Ultrasound Image Segmentation | Jul 22, 2021 | Data AugmentationImage Segmentation | CodeCode Available | 0 | 5 |
| Investigating the changes in BOLD responses during viewing of images with varied complexity: An fMRI time-series based analysis on human vision | Sep 27, 2023 | Semantic SegmentationTime Series | CodeCode Available | 0 | 5 |
| A New Three-stage Curriculum Learning Approach to Deep Network Based Liver Tumor Segmentation | Oct 17, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Invisible Marker: Automatic Annotation of Segmentation Masks for Object Manipulation | Sep 27, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Inverse Image Frequency for Long-tailed Image Recognition | Sep 11, 2022 | Instance SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Dual Thinking and Logical Processing -- Are Multi-modal Large Language Models Closing the Gap with Human Vision ? | Jun 11, 2024 | Autonomous DrivingDeep Learning | CodeCode Available | 0 | 5 |
| IODeep: an IOD for the introduction of deep learning in the DICOM standard | Nov 10, 2023 | DiagnosticFederated Learning | CodeCode Available | 0 | 5 |
| ShellNet: Efficient Point Cloud Convolutional Neural Networks using Concentric Shells Statistics | Aug 17, 2019 | 3D Point Cloud Classification3D Semantic Segmentation | CodeCode Available | 0 | 5 |
| Shifting to Machine Supervision: Annotation-Efficient Semi and Self-Supervised Learning for Automatic Medical Image Segmentation and Classification | Nov 17, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| IRNet: Instance Relation Network for Overlapping Cervical Cell Segmentation | Aug 19, 2019 | Cell SegmentationInstance Segmentation | CodeCode Available | 0 | 5 |
| Iterative fully convolutional neural networks for automatic vertebra segmentation and identification | Apr 12, 2018 | Instance SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation | Oct 15, 2024 | DiversityImage Segmentation | CodeCode Available | 0 | 5 |
| Intra-class Patch Swap for Self-Distillation | May 20, 2025 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
