| Leveraging Swin Transformer for Local-to-Global Weakly Supervised Semantic Segmentation | Jan 31, 2024 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 0 | 5 |
| Leveraging Semantic Segmentation Masks with Embeddings for Fine-Grained Form Classification | May 23, 2024 | FormSegmentation | CodeCode Available | 0 | 5 |
| Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning | Nov 21, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 0 | 5 |
| Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentation | Oct 16, 2023 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Leveraging Self-supervised Denoising for Image Segmentation | Nov 27, 2019 | DenoisingImage Segmentation | CodeCode Available | 0 | 5 |
| Leveraging Unsupervised Image Registration for Discovery of Landmark Shape Descriptor | Nov 13, 2021 | AnatomyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary Model | Jul 4, 2025 | Pseudo LabelSegmentation | CodeCode Available | 0 | 5 |
| CircleSnake: Instance Segmentation with Circle Representation | Nov 2, 2022 | Instance Segmentationobject-detection | CodeCode Available | 0 | 5 |
| Evaluating the Robustness of Off-Road Autonomous Driving Segmentation against Adversarial Attacks: A Dataset-Centric analysis | Feb 3, 2024 | Autonomous DrivingSemantic Segmentation | CodeCode Available | 0 | 5 |
| Circle Representation for Medical Instance Object Segmentation | Mar 18, 2024 | Instance SegmentationObject | CodeCode Available | 0 | 5 |
| Leveraging Segment Anything Model in Identifying Buildings within Refugee Camps (SAM4Refugee) from Satellite Imagery for Humanitarian Operations | Jul 16, 2024 | HumanitarianSemantic Segmentation | CodeCode Available | 0 | 5 |
| Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and Tracking | Mar 18, 2025 | DescriptiveInstance Segmentation | CodeCode Available | 0 | 5 |
| Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite Imagery | Apr 8, 2024 | Data AugmentationSegmentation | CodeCode Available | 0 | 5 |
| Leveraging image captions for selective whole slide image annotation | Jul 8, 2024 | DiversityImage Captioning | CodeCode Available | 0 | 5 |
| Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off | Jul 12, 2024 | Adversarial Robustnessimage-classification | CodeCode Available | 0 | 5 |
| Evaluating Single Event Upsets in Deep Neural Networks for Semantic Segmentation: an embedded system perspective | Dec 4, 2024 | Autonomous DrivingQuantization | CodeCode Available | 0 | 5 |
| Leveraging Domain Knowledge to Improve Microscopy Image Segmentation with Lifted Multicuts | May 25, 2019 | graph partitioningImage Segmentation | CodeCode Available | 0 | 5 |
| Evaluating Scalable Bayesian Deep Learning Methods for Robust Computer Vision | Jun 4, 2019 | Deep LearningDepth Completion | CodeCode Available | 0 | 5 |
| Evaluating SAM2's Role in Camouflaged Object Detection: From SAM to SAM2 | Jul 31, 2024 | Image Segmentationobject-detection | CodeCode Available | 0 | 5 |
| Leveraging CORAL-Correlation Consistency Network for Semi-Supervised Left Atrium MRI Segmentation | Oct 21, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 | 5 |
| CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic Segmentation | Nov 27, 2018 | 2D Object DetectionMultispectral Object Detection | CodeCode Available | 0 | 5 |
| Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation | Sep 30, 2024 | ClassificationDecision Making | CodeCode Available | 0 | 5 |
| Leveraging knowledge distillation for partial multi-task learning from multiple remote sensing datasets | May 24, 2024 | Knowledge DistillationMulti-Task Learning | CodeCode Available | 0 | 5 |
| Evaluating Bayesian Deep Learning Methods for Semantic Segmentation | Nov 30, 2018 | Anomaly DetectionAutonomous Driving | CodeCode Available | 0 | 5 |
| Application of Decision Rules for Handling Class Imbalance in Semantic Segmentation | Jan 24, 2019 | Semantic Segmentation | CodeCode Available | 0 | 5 |
| Evaluate Fine-tuning Strategies for Fetal Head Ultrasound Image Segmentation with U-Net | Jul 18, 2023 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| EVA: Exploring the Limits of Masked Visual Representation Learning at Scale | Nov 14, 2022 | Action ClassificationAction Recognition | CodeCode Available | 0 | 5 |
| Let's take a Walk on Superpixels Graphs: Deformable Linear Objects Segmentation and Model Estimation | Oct 10, 2018 | Pose EstimationSemantic Segmentation | CodeCode Available | 0 | 5 |
| EurNet: Efficient Multi-Range Relational Modeling of Spatial Multi-Relational Data | Nov 23, 2022 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| ET-Net: A Generic Edge-aTtention Guidance Network for Medical Image Segmentation | Jul 25, 2019 | Image SegmentationMedical Image Analysis | CodeCode Available | 0 | 5 |
| LeMoRe: Learn More Details for Lightweight Semantic Segmentation | May 29, 2025 | Computational EfficiencyRepresentation Learning | CodeCode Available | 0 | 5 |
| Estimation of Road Boundary for Intelligent Vehicles Based on DeepLabV3+ Architecture | Aug 24, 2021 | Autonomous VehiclesDecoder | CodeCode Available | 0 | 5 |
| Left Ventricle Contouring in Cardiac Images Based on Deep Reinforcement Learning | Jun 8, 2021 | Deep Reinforcement LearningImage Segmentation | CodeCode Available | 0 | 5 |
| LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models | Mar 21, 2024 | DiversityImage Inpainting | CodeCode Available | 0 | 5 |
| LensID: A CNN-RNN-Based Framework Towards Lens Irregularity Detection in Cataract Surgery Videos | Jul 2, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 0 | 5 |
| Estimating Visual Information From Audio Through Manifold Learning | Aug 3, 2022 | Semantic Segmentation | CodeCode Available | 0 | 5 |
| LOANet: A Lightweight Network Using Object Attention for Extracting Buildings and Roads from UAV Aerial Remote Sensing Images | Dec 16, 2022 | DecoderOptical Character Recognition (OCR) | CodeCode Available | 0 | 5 |
| Learn to Segment Retinal Lesions and Beyond | Dec 25, 2019 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| LEDNet: A Lightweight Encoder-Decoder Network for Real-Time Semantic Segmentation | May 7, 2019 | DecoderReal-Time Semantic Segmentation | CodeCode Available | 0 | 5 |
| LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation | Aug 17, 2023 | Data AugmentationDiversity | CodeCode Available | 0 | 5 |
| ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic Segmentation | Aug 26, 2021 | Data Augmentationimage-classification | CodeCode Available | 0 | 5 |
| Estimating Appearance Models for Image Segmentation via Tensor Factorization | Aug 16, 2022 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Learning With Context Feedback Loop for Robust Medical Image Segmentation | Mar 4, 2021 | Deep LearningImage Segmentation | CodeCode Available | 0 | 5 |
| ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network | Nov 28, 2018 | General Classificationimage-classification | CodeCode Available | 0 | 5 |
| ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation | Mar 19, 2018 | GPUPanoptic Segmentation | CodeCode Available | 0 | 5 |
| Learning Video Object Segmentation from Static Images | Dec 8, 2016 | Instance SegmentationObject | CodeCode Available | 0 | 5 |
| Learning Unsupervised Video Object Segmentation Through Visual Attention | Jun 1, 2019 | ObjectSegmentation | CodeCode Available | 0 | 5 |
| CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search | Jul 2, 2021 | Neural Architecture SearchSemantic Segmentation | CodeCode Available | 0 | 5 |
| E-CRF: Embedded Conditional Random Field for Boundary-caused Class Weights Confusion in Semantic Segmentation | Dec 14, 2021 | Metric LearningModel Optimization | CodeCode Available | 0 | 5 |
| AdLER: Adversarial Training with Label Error Rectification for One-Shot Medical Image Segmentation | Sep 2, 2023 | AnatomyData Augmentation | CodeCode Available | 0 | 5 |
