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Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

2019 IEEE Symposium on Security and Privacy (SP), 2019, p.739-753

2019

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Learning to Fly-a Gym Environment with PyBullet Physics for Reinforcement Learning of Multi-agent Quadcopter Control

2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2021, p.7512-7519

2021

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IEEE_Xplore

Representation Learning by Learning to Count

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.5899-5907

2017

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IEEE_Xplore

Learning from Synthetic Humans

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.4627-4635

2017

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Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning

2018 IEEE Symposium on Security and Privacy (SP), 2018, p.19-35

2018

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IEEE_Xplore

Optimizing Federated Learning on Non-IID Data with Reinforcement Learning

IEEE INFOCOM 2020 - IEEE Conference on Computer Communications, 2020, p.1698-1707

2020

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IEEE_Xplore

Variational Adversarial Active Learning

2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, p.5971-5980

2019

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IEEE_Xplore

Learning Non-maximum Suppression

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.6469-6477

2017

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Learning a Deep Embedding Model for Zero-Shot Learning

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.3010-3019

2017

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Encoder Based Lifelong Learning

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.1329-1337

2017

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IEEE_Xplore

The "Something Something" Video Database for Learning and Evaluating Visual Common Sense

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.5843-5851

2017

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IEEE_Xplore

Variational Few-Shot Learning

2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, p.1685-1694

2019

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IEEE_Xplore

Stealing Hyperparameters in Machine Learning

2018 IEEE Symposium on Security and Privacy (SP), 2018, p.36-52

2018

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IEEE_Xplore

Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.2970-2979

2017

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IEEE_Xplore

Learning Compact Geometric Features

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.153-161

2017

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IEEE_Xplore

Neurally-Inspired Hyperdimensional Classification for Efficient and Robust Biosignal Processing

2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 2022, p.1-9

2022

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IEEE_Xplore

SCNet: Learning Semantic Correspondence

2017 IEEE International Conference on Computer Vision (ICCV), 2017, p.1849-1858

2017

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IEEE_Xplore

Exploiting Unintended Feature Leakage in Collaborative Learning

2019 IEEE Symposium on Security and Privacy (SP), 2019, p.691-706

2019

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IEEE_Xplore

Learning Diverse Image Colorization

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.2877-2885

2017

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Learning Discriminative Model Prediction for Tracking

2019 IEEE/CVF International Conference on Computer Vision (ICCV), 2019, p.6181-6190

2019

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IEEE_Xplore

iCaRL: Incremental Classifier and Representation Learning

2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017, p.5533-5542

2017

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When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning

IEEE INFOCOM 2018 - IEEE Conference on Computer Communications, 2018, p.63-71

2018

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IEEE_Xplore

Conditional Teacher-student Learning

ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2019, p.6445-6449

2019

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IEEE_Xplore

Accelerating magnetic resonance imaging via deep learning

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016, Vol.2016, p.514-517

2016

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IEEE_Xplore

Wav2CLIP: Learning Robust Audio Representations from Clip

ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022, p.4563-4567

2022

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IEEE_Xplore

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Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning

Learning to Fly-a Gym Environment with PyBullet Physics for Reinforcement Learning of Multi-agent Quadcopter Control

Representation Learning by Learning to Count

Learning from Synthetic Humans

Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning

Optimizing Federated Learning on Non-IID Data with Reinforcement Learning

Variational Adversarial Active Learning

Learning Non-maximum Suppression

Learning a Deep Embedding Model for Zero-Shot Learning

Encoder Based Lifelong Learning

The "Something Something" Video Database for Learning and Evaluating Visual Common Sense

Variational Few-Shot Learning

Stealing Hyperparameters in Machine Learning

Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning

Learning Compact Geometric Features

Neurally-Inspired Hyperdimensional Classification for Efficient and Robust Biosignal Processing

SCNet: Learning Semantic Correspondence

Exploiting Unintended Feature Leakage in Collaborative Learning

Learning Diverse Image Colorization

Learning Discriminative Model Prediction for Tracking

iCaRL: Incremental Classifier and Representation Learning

When Edge Meets Learning: Adaptive Control for Resource-Constrained Distributed Machine Learning

Conditional Teacher-student Learning

Accelerating magnetic resonance imaging via deep learning

Wav2CLIP: Learning Robust Audio Representations from Clip

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