IntelliCardiac: An Intelligent Platform for Cardiac Image Segmentation and Classification May 5, 2025 Classification Diagnostic
Code Code Available DenseNet approach to segmentation and classification of dermatoscopic skin lesions images Oct 9, 2021 Classification Diagnostic
Code Code Available CANet: Context aware network with dual-stream pyramid for medical image segmentation Mar 5, 2023 2D Semantic Segmentation Decoder
Code Code Available Instance Segmentation as Image Segmentation Annotation Feb 1, 2019 Decoder Image Segmentation
Code Code Available Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models Nov 21, 2023 Image Segmentation Language Modelling
Code Code Available Adaptive Morphological Reconstruction for Seeded Image Segmentation Apr 8, 2019 Image Segmentation Segmentation
Code Code Available Input Invex Neural Network Jun 16, 2021 Image Classification Image Segmentation
Code Code Available Virtual Augmented Reality for Atari Reinforcement Learning Oct 12, 2023 Image Segmentation reinforcement-learning
Code Code Available Information-Theoretic Segmentation by Inpainting Error Maximization Dec 14, 2020 Image Segmentation Segmentation
Code Code Available Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks May 19, 2020 Adversarial Robustness General Classification
Code Code Available Improving Uncertainty-Error Correspondence in Deep Bayesian Medical Image Segmentation Sep 5, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Improving the Segmentation of Scanning Probe Microscope Images using Convolutional Neural Networks Aug 27, 2020 Image Segmentation Segmentation
Code Code Available Improving the generalizability of convolutional neural network-based segmentation on CMR images Jul 2, 2019 Image Segmentation Segmentation
Code Code Available Semantic Segmentation via Structured Patch Prediction, Context CRF and Guidance CRF Jul 1, 2017 Image Segmentation Scene Parsing
Code Code Available Boosting Convolution with Efficient MLP-Permutation for Volumetric Medical Image Segmentation Mar 23, 2023 Image Segmentation Medical Image Segmentation
Code Code Available CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation Aug 28, 2019 Image Segmentation Multiple Instance Learning
Code Code Available Vision-Aware Text Features in Referring Image Segmentation: From Object Understanding to Context Understanding Apr 12, 2024 Decoder Image Segmentation
Code Code Available Improving land cover segmentation across satellites using domain adaptation Nov 25, 2019 Domain Adaptation Earth Observation
Code Code Available DenseASPP for Semantic Segmentation in Street Scenes Jun 1, 2018 Autonomous Driving Image Segmentation
Code Code Available PathFL: Multi-Alignment Federated Learning for Pathology Image Segmentation May 28, 2025 Federated Learning Image Segmentation
Code Code Available Semantic Video Segmentation : Exploring Inference Efficiency Sep 4, 2015 Image Segmentation Segmentation
Code Code Available Demystifying the Effect of Receptive Field Size in U-Net Models for Medical Image Segmentation Jun 24, 2024 Computational Efficiency Image Segmentation
Code Code Available Pathology Synthesis of 3D-Consistent Cardiac MR Images using 2D VAEs and GANs Sep 9, 2022 Image Generation Image Segmentation
Code Code Available PathSeqSAM: Sequential Modeling for Pathology Image Segmentation with SAM2 Apr 12, 2025 Domain Adaptation Image Segmentation
Code Code Available ZoDi: Zero-Shot Domain Adaptation with Diffusion-Based Image Transfer Mar 20, 2024 Domain Adaptation Image Segmentation
Code Code Available UniMOS: A Universal Framework For Multi-Organ Segmentation Over Label-Constrained Datasets Nov 17, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Democratizing Pathological Image Segmentation with Lay Annotators via Molecular-empowered Learning May 31, 2023 Cell Segmentation Image Segmentation
Code Code Available Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data Sep 20, 2019 Benchmarking Ensemble Learning
Code Code Available Deep Value Networks Learn to Evaluate and Iteratively Refine Structured Outputs Mar 13, 2017 General Classification Image Segmentation
Code Code Available PCDAL: A Perturbation Consistency-Driven Active Learning Approach for Medical Image Segmentation and Classification Jun 29, 2023 Active Learning Classification
Code Code Available PCLMix: Weakly Supervised Medical Image Segmentation via Pixel-Level Contrastive Learning and Dynamic Mix Augmentation May 10, 2024 Contrastive Learning Decoder
Code Code Available Deep Neural Networks Motivated by Partial Differential Equations Apr 12, 2018 Denoising image-classification
Code Code Available APAUNet: Axis Projection Attention UNet for Small Target in 3D Medical Segmentation Oct 4, 2022 Decoder Image Segmentation
Code Code Available Calibrating the Dice loss to handle neural network overconfidence for biomedical image segmentation Oct 31, 2021 Image Segmentation Segmentation
Code Code Available Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-Training Apr 2, 2025 Denoising Image Reconstruction
Code Code Available Improving Calibration and Out-of-Distribution Detection in Medical Image Segmentation with Convolutional Neural Networks Apr 12, 2020 Image Segmentation Medical Image Segmentation
Code Code Available DeepMerge: Deep-Learning-Based Region-Merging for Image Segmentation May 31, 2023 Deep Learning Image Segmentation
Code Code Available Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing Oct 20, 2024 Image Segmentation Instance Segmentation
Code Code Available Deep Learning for Wound Tissue Segmentation: A Comprehensive Evaluation using A Novel Dataset Feb 15, 2025 Image Segmentation Segmentation
Code Code Available Semi-Supervised Deep Learning for Fully Convolutional Networks Mar 17, 2017 Deep Learning Domain Adaptation
Code Code Available A Partial Replication of MaskFormer in TensorFlow on TPUs for the TensorFlow Model Garden Apr 29, 2024 Image Segmentation Semantic Segmentation
Code Code Available Anytime, Anywhere, Anyone: Investigating the Feasibility of Segment Anything Model for Crowd-Sourcing Medical Image Annotations Mar 22, 2024 Image Segmentation Medical Image Segmentation
Code Code Available Deep-Learning for Tidemark Segmentation in Human Osteochondral Tissues Imaged with Micro-computed Tomography Jul 11, 2019 Image Segmentation Segmentation
Code Code Available Improved post-hoc probability calibration for out-of-domain MRI segmentation Aug 4, 2022 Image Segmentation MRI segmentation
Code Code Available Personal Fixations-Based Object Segmentation with Object Localization and Boundary Preservation Jan 22, 2021 Image Segmentation Object
Code Code Available Improved Image Segmentation via Cost Minimization of Multiple Hypotheses Jan 31, 2018 Diversity Image Segmentation
Code Code Available Improved Abdominal Multi-Organ Segmentation via 3D Boundary-Constrained Deep Neural Networks Oct 9, 2022 Decoder Image Segmentation
Code Code Available Perspectives: Comparison of Deep Learning Segmentation Models on Biophysical and Biomedical Data Aug 14, 2024 Deep Learning feature selection
Code Code Available ReshapeIT: Reliable Shape Interaction with Implicit Template for Anatomical Structure Reconstruction Dec 11, 2023 Image Segmentation Medical Image Segmentation
Code Code Available Implantable Adaptive Cells: differentiable architecture search to improve the performance of any trained U-shaped network May 6, 2024 Image Segmentation Medical Image Segmentation
Code Code Available 