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Toward Causal Representation Learning

Proceedings of the IEEE, 2021-05, Vol.109 (5), p.612-634

2021

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Learning Loss for Active Learning

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.93-102

2019

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IEEE_Xplore

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

IEEE transactions on geoscience and remote sensing, 2018-05, Vol.56 (5), p.2811-2821

2018

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IEEE_Xplore

Learning to Schedule Network Resources Throughput and Delay Optimally Using Q+-Learning

IEEE/ACM transactions on networking, 2021-04, Vol.29 (2), p.750-763

2021

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IEEE_Xplore

Learning to Prompt for Continual Learning

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, p.139-149

2022

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IEEE_Xplore

Learning to Detect

IEEE transactions on signal processing, 2019-05, Vol.67 (10), p.2554-2564

2019

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IEEE_Xplore

Meta-Transfer Learning for Few-Shot Learning

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.403-412

2019

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IEEE_Xplore

Fast-Convergent Federated Learning

IEEE journal on selected areas in communications, 2021-01, Vol.39 (1), p.201-218

2021

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IEEE_Xplore

Model-Based Deep Learning

Proceedings of the IEEE, 2023-05, Vol.111 (5), p.1-35

2023

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IEEE_Xplore

Applications of Deep Learning and Reinforcement Learning to Biological Data

IEEE transaction on neural networks and learning systems, 2018-06, Vol.29 (6), p.2063-2079

2018

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IEEE_Xplore

Reinforcement Learning-Based Load Forecasting of Electric Vehicle Charging Station Using Q-Learning Technique

IEEE transactions on industrial informatics, 2021-06, Vol.17 (6), p.4229-4237

2021

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IEEE_Xplore

Transfer Learning in Deep Reinforcement Learning: A Survey

IEEE transactions on pattern analysis and machine intelligence, 2023-11, Vol.45 (11), p.1-20

2023

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IEEE_Xplore

Plant Disease Detection and Classification by Deep Learning-A Review

IEEE access, 2021, Vol.9, p.56683-56698

2021

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Large Scale Incremental Learning

2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019, p.374-382

2019

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IEEE_Xplore

RLBench: The Robot Learning Benchmark & Learning Environment

IEEE robotics and automation letters, 2020-04, Vol.5 (2), p.3018-3025

2020

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IEEE_Xplore

Cooperative Wind Farm Control With Deep Reinforcement Learning and Knowledge-Assisted Learning

IEEE transactions on industrial informatics, 2020-11, Vol.16 (11), p.6912-6921

2020

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IEEE_Xplore

Task-Driven Dictionary Learning

IEEE transactions on pattern analysis and machine intelligence, 2012-04, Vol.34 (4), p.791-804

2012

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IEEE_Xplore

Net Learning

IEEE transaction on neural networks and learning systems, 2022-12, Vol.33 (12), p.7380-7389

2022

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IEEE_Xplore

Deep Reinforcement Learning: A Survey

IEEE transaction on neural networks and learning systems, 2024-04, Vol.35 (4), p.1-15

2024

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IEEE_Xplore

Blind Federated Edge Learning

IEEE transactions on wireless communications, 2021-08, Vol.20 (8), p.5129-5143

2021

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IEEE_Xplore

Graph Learning: A Survey

IEEE transactions on artificial intelligence, 2021-04, Vol.2 (2), p.109-127

2021

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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

Prototypical Graph Contrastive Learning

IEEE transaction on neural networks and learning systems, 2024-02, Vol.35 (2), p.2747-2758

2024

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IEEE_Xplore

Learning from Imbalanced Data

IEEE transactions on knowledge and data engineering, 2009-09, Vol.21 (9), p.1263-1284

2009

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IEEE_Xplore

Learning for Video Compression

IEEE transactions on circuits and systems for video technology, 2020-02, Vol.30 (2), p.566-576

2020

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IEEE_Xplore

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Toward Causal Representation Learning

Learning Loss for Active Learning

When Deep Learning Meets Metric Learning: Remote Sensing Image Scene Classification via Learning Discriminative CNNs

Learning to Schedule Network Resources Throughput and Delay Optimally Using Q+-Learning

Learning to Prompt for Continual Learning

Learning to Detect

Meta-Transfer Learning for Few-Shot Learning

Fast-Convergent Federated Learning

Model-Based Deep Learning

Applications of Deep Learning and Reinforcement Learning to Biological Data

Reinforcement Learning-Based Load Forecasting of Electric Vehicle Charging Station Using Q-Learning Technique

Transfer Learning in Deep Reinforcement Learning: A Survey

Plant Disease Detection and Classification by Deep Learning-A Review

Large Scale Incremental Learning

RLBench: The Robot Learning Benchmark & Learning Environment

Cooperative Wind Farm Control With Deep Reinforcement Learning and Knowledge-Assisted Learning

Task-Driven Dictionary Learning

Net Learning

Deep Reinforcement Learning: A Survey

Blind Federated Edge Learning

Graph Learning: A Survey

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

Prototypical Graph Contrastive Learning

Learning from Imbalanced Data

Learning for Video Compression

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