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CAGNet: Content-Aware Guidance for Salient Object Detection

Pattern recognition, 2020-07, Vol.103, p.107303, Article 107303

2020

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Brain tumor segmentation with Deep Neural Networks

Medical image analysis, 2017-01, Vol.35, p.18-31

2017

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A Two-Stream Continual Learning System With Variational Domain-Agnostic Feature Replay

IEEE transaction on neural networks and learning systems, 2022-09, Vol.33 (9), p.4466-4478

2022

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Conditional generation of medical images via disentangled adversarial inference

Medical image analysis, 2021-08, Vol.72, p.102106-102106, Article 102106

2021

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HeMIS: Hetero-Modal Image Segmentation

Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016, Vol.9901, p.469-477

2016

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DFNet: Discriminative feature extraction and integration network for salient object detection

Engineering applications of artificial intelligence, 2020-03, Vol.89, p.103419, Article 103419

2020

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FoCL: Feature-oriented continual learning for generative models

Pattern recognition, 2021-12, Vol.120, p.108127, Article 108127

2021

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Stain transfer using Generative Adversarial Networks and disentangled features

Computers in biology and medicine, 2022-03, Vol.142, p.105219-105219, Article 105219

2022

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CT-SGAN: Computed Tomography Synthesis GAN

Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, p.67-79

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Deep Learning Trends for Focal Brain Pathology Segmentation in MRI

Machine Learning for Health Informatics, 2016, Vol.9605, p.125-148

2016

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Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.9099-9108

2022

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Within-brain classification for brain tumor segmentation

International journal for computer assisted radiology and surgery, 2016-05, Vol.11 (5), p.777-788

2016

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Dual Adversarial Inference for Text-to-Image Synthesis

2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, p.7566-7575

2019

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InfoMask: Masked Variational Latent Representation to Localize Chest Disease

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.739-747

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Conditional Generation of Medical Images via Disentangled Adversarial Inference

Deep Generative Models, and Data Augmentation, Labelling, and Imperfections, p.45-66

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Efficient Interactive Brain Tumor Segmentation as Within-Brain kNN Classification

2014 22nd International Conference on Pattern Recognition, 2014, p.556-561

2014

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Task Adaptive Metric Space for Medium-Shot Medical Image Classification

Medical Image Computing and Computer Assisted Intervention – MICCAI 2019, p.147-155

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A Convolutional Neural Network Approach to Brain Tumor Segmentation

Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, p.195-208

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AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation

Computer Vision - ECCV 2022, 2022, Vol.13683, p.710-726

2022

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Hypothesis Disparity Regularized Mutual Information Maximization

Proceedings of the ... AAAI Conference on Artificial Intelligence, 2021, Vol.35 (9), p.8243-8251

2021

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A novel plane extraction approach using supervised learning

Machine vision and applications, 2013-08, Vol.24 (6), p.1229-1237

2013

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Signal Processing and Machine Learning for Biomedical Big Data

1, 2018

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Information Fusion in Deep Convolutional Neural Networks for Biomedical Image Segmentation 1

Signal Processing and Machine Learning for Biomedical Big Data, 2018, Vol.1, p.301-312

1, 2018

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Multi-objective train speed profile determination for automatic train operation with conscious search: A new optimization algorithm, a comprehensive study

Engineering applications of artificial intelligence, 2023-03, Vol.119, p.105756, Article 105756

2023

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A comprehensive study on reinforcement learning application for train speed profile optimization

Multimedia tools and applications, 2023-10, Vol.82 (24), p.37351-37386

2023

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CAGNet: Content-Aware Guidance for Salient Object Detection

Brain tumor segmentation with Deep Neural Networks

A Two-Stream Continual Learning System With Variational Domain-Agnostic Feature Replay

Conditional generation of medical images via disentangled adversarial inference

HeMIS: Hetero-Modal Image Segmentation

DFNet: Discriminative feature extraction and integration network for salient object detection

FoCL: Feature-oriented continual learning for generative models

Stain transfer using Generative Adversarial Networks and disentangled features

CT-SGAN: Computed Tomography Synthesis GAN

Deep Learning Trends for Focal Brain Pathology Segmentation in MRI

Revisiting Learnable Affines for Batch Norm in Few-Shot Transfer Learning

Within-brain classification for brain tumor segmentation

Dual Adversarial Inference for Text-to-Image Synthesis

InfoMask: Masked Variational Latent Representation to Localize Chest Disease

Conditional Generation of Medical Images via Disentangled Adversarial Inference

Efficient Interactive Brain Tumor Segmentation as Within-Brain kNN Classification

Task Adaptive Metric Space for Medium-Shot Medical Image Classification

A Convolutional Neural Network Approach to Brain Tumor Segmentation

AdaBest: Minimizing Client Drift in Federated Learning via Adaptive Bias Estimation

Hypothesis Disparity Regularized Mutual Information Maximization

A novel plane extraction approach using supervised learning

Signal Processing and Machine Learning for Biomedical Big Data

Information Fusion in Deep Convolutional Neural Networks for Biomedical Image Segmentation 1

Multi-objective train speed profile determination for automatic train operation with conscious search: A new optimization algorithm, a comprehensive study

A comprehensive study on reinforcement learning application for train speed profile optimization

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