| Improving anatomical plausibility in medical image segmentation via hybrid graph neural networks: applications to chest x-ray analysis | Mar 21, 2022 | DecoderImage Segmentation | CodeCode Available | 1 |
| Improving Generalization in Federated Learning by Seeking Flat Minima | Mar 22, 2022 | Domain GeneralizationFederated Learning | CodeCode Available | 1 |
| Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning | Jul 27, 2020 | Generative Adversarial NetworkLesion Segmentation | CodeCode Available | 1 |
| A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning | Apr 2, 2022 | Crop ClassificationSemantic Segmentation | CodeCode Available | 1 |
| Improving Semantic Image Segmentation via Label Fusion in Semantically Textured Meshes | Nov 22, 2021 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Learning Dynamic Query Combinations for Transformer-based Object Detection and Segmentation | Jul 23, 2023 | Instance SegmentationObject | CodeCode Available | 1 |
| Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation | Aug 28, 2021 | Data AugmentationDepth Estimation | CodeCode Available | 1 |
| ASF-YOLO: A Novel YOLO Model with Attentional Scale Sequence Fusion for Cell Instance Segmentation | Dec 11, 2023 | Instance SegmentationPosition | CodeCode Available | 1 |
| Contrastive Object-level Pre-training with Spatial Noise Curriculum Learning | Nov 26, 2021 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| A Shared Representation for Photorealistic Driving Simulators | Dec 9, 2021 | Autonomous VehiclesImage Generation | CodeCode Available | 1 |
| Improving the Detection of Small Oriented Objects in Aerial Images | Jan 12, 2024 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| CA-Net: Comprehensive Attention Convolutional Neural Networks for Explainable Medical Image Segmentation | Sep 22, 2020 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| A Sim2Real Deep Learning Approach for the Transformation of Images from Multiple Vehicle-Mounted Cameras to a Semantically Segmented Image in Bird's Eye View | May 8, 2020 | Bird View SynthesisCross-View Image-to-Image Translation | CodeCode Available | 1 |
| Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation | Jul 30, 2022 | Few-Shot Semantic SegmentationSegmentation | CodeCode Available | 1 |
| Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs | Jan 25, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| DoUnseen: Tuning-Free Class-Adaptive Object Detection of Unseen Objects for Robotic Grasping | Apr 6, 2023 | Objectobject-detection | CodeCode Available | 1 |
| Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation | Oct 5, 2021 | DecoderSegmentation | CodeCode Available | 1 |
| Concurrent Spatial and Channel Squeeze & Excitation in Fully Convolutional Networks | Mar 7, 2018 | Brain Segmentationimage-classification | CodeCode Available | 1 |
| Incremental Nuclei Segmentation from Histopathological Images via Future-class Awareness and Compatibility-inspired Distillation | Jan 1, 2024 | Semantic Segmentation | CodeCode Available | 1 |
| A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation | Sep 19, 2022 | Clusteringglobal-optimization | CodeCode Available | 1 |
| In Depth Bayesian Semantic Scene Completion | Oct 16, 2020 | 3D Semantic SegmentationSegmentation | CodeCode Available | 1 |
| A Simple and Robust Framework for Cross-Modality Medical Image Segmentation applied to Vision Transformers | Oct 9, 2023 | Heart SegmentationImage Generation | CodeCode Available | 1 |
| Indoor Panorama Planar 3D Reconstruction via Divide and Conquer | Jun 27, 2021 | 3D ReconstructionInstance Segmentation | CodeCode Available | 1 |
| DoubleU-Net: A Deep Convolutional Neural Network for Medical Image Segmentation | Jun 8, 2020 | Cell SegmentationColorectal Polyps Characterization | CodeCode Available | 1 |
| Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? | Sep 12, 2024 | DecoderDomain Generalization | CodeCode Available | 1 |
