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Learning Deep Features for One-Class Classification

IEEE transactions on image processing, 2019-11, Vol.28 (11), p.5450-5463

2019

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HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

IEEE transactions on pattern analysis and machine intelligence, 2019-01, Vol.41 (1), p.121-135

2019

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A survey of recent advances in CNN-based single image crowd counting and density estimation

Pattern recognition letters, 2018-05, Vol.107, p.3-16

2018

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JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method

IEEE transactions on pattern analysis and machine intelligence, 2022-05, Vol.44 (5), p.2594-2609

2022

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Deep Learning-Based Face Analytics

1st Edition 2021, 2021

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TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.2343-2353

2022

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Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes

2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020, p.2723-2733

2020

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LTT-GAN: Looking Through Turbulence by Inverting GANs

IEEE journal of selected topics in signal processing, 2023-05, Vol.17 (3), p.1-12

2023

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Image De-Raining Using a Conditional Generative Adversarial Network

IEEE transactions on circuits and systems for video technology, 2020-11, Vol.30 (11), p.3943-3956

2020

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Adversarially Robust One-Class Novelty Detection

IEEE transactions on pattern analysis and machine intelligence, 2023-04, Vol.45 (4), p.4167-4179

2023

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DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning

IEEE transactions on image processing, 2015-12, Vol.24 (12), p.5479-5491

2015

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Sparse Representation-Based Open Set Recognition

IEEE transactions on pattern analysis and machine intelligence, 2017-08, Vol.39 (8), p.1690-1696

2017

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One-Class Convolutional Neural Network

IEEE signal processing letters, 2019-02, Vol.26 (2), p.277-281

2019

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SAR Despeckling using a Denoising Diffusion Probabilistic Model

IEEE geoscience and remote sensing letters, 2023-01, Vol.20, p.1-1

2023

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C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.2302-2311

2019

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Deep Multimodal Subspace Clustering Networks

IEEE journal of selected topics in signal processing, 2018-12, Vol.12 (6), p.1601-1614

2018

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HA-CCN: Hierarchical Attention-Based Crowd Counting Network

IEEE transactions on image processing, 2020-01, Vol.29, p.323-335

2020

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Joint Transmission Map Estimation and Dehazing Using Deep Networks

IEEE transactions on circuits and systems for video technology, 2020-07, Vol.30 (7), p.1975-1986

2020

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Uncertainty Guided Multi-Scale Residual Learning-Using a Cycle Spinning CNN for Single Image De-Raining

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.8397-8406

2019

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Deep Multitask Learning for Railway Track Inspection

IEEE transactions on intelligent transportation systems, 2017-01, Vol.18 (1), p.153-164

2017

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Confidence Measure Guided Single Image De-Raining

IEEE transactions on image processing, 2020, Vol.29, p.4544-4555

2020

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Deblurring Face Images Using Uncertainty Guided Multi-Stream Semantic Networks

IEEE transactions on image processing, 2020-01, Vol.29, p.6251-6263

2020

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Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning

2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, Vol.2021, p.2423-2432

2021

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Dictionary-Based Face Recognition Under Variable Lighting and Pose

IEEE transactions on information forensics and security, 2012-06, Vol.7 (3), p.954-965

2012

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Generating High-Quality Crowd Density Maps Using Contextual Pyramid CNNs

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.1879-1888

2017

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Learning Deep Features for One-Class Classification

HyperFace: A Deep Multi-Task Learning Framework for Face Detection, Landmark Localization, Pose Estimation, and Gender Recognition

A survey of recent advances in CNN-based single image crowd counting and density estimation

JHU-CROWD++: Large-Scale Crowd Counting Dataset and A Benchmark Method

Deep Learning-Based Face Analytics

TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions

Syn2Real Transfer Learning for Image Deraining Using Gaussian Processes

LTT-GAN: Looking Through Turbulence by Inverting GANs

Image De-Raining Using a Conditional Generative Adversarial Network

Adversarially Robust One-Class Novelty Detection

DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning

Sparse Representation-Based Open Set Recognition

One-Class Convolutional Neural Network

SAR Despeckling using a Denoising Diffusion Probabilistic Model

C2AE: Class Conditioned Auto-Encoder for Open-Set Recognition

Deep Multimodal Subspace Clustering Networks

HA-CCN: Hierarchical Attention-Based Crowd Counting Network

Joint Transmission Map Estimation and Dehazing Using Deep Networks

Uncertainty Guided Multi-Scale Residual Learning-Using a Cycle Spinning CNN for Single Image De-Raining

Deep Multitask Learning for Railway Track Inspection

Confidence Measure Guided Single Image De-Raining

Deblurring Face Images Using Uncertainty Guided Multi-Stream Semantic Networks

Multi-institutional Collaborations for Improving Deep Learning-based Magnetic Resonance Image Reconstruction Using Federated Learning

Dictionary-Based Face Recognition Under Variable Lighting and Pose

Generating High-Quality Crowd Density Maps Using Contextual Pyramid CNNs

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