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A Heterogeneous Group CNN for Image Super-Resolution
IEEE transaction on neural networks and learning systems, 2022-10, Vol.PP, p.1-13
2022
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A Survey on Evolutionary Neural Architecture Search
IEEE transaction on neural networks and learning systems, 2023-02, Vol.34 (2), p.550-570
2023
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Scene Recognition by Manifold Regularized Deep Learning Architecture
IEEE transaction on neural networks and learning systems, 2015-10, Vol.26 (10), p.2222-2233
2015
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Completely Automated CNN Architecture Design Based on Blocks
IEEE transaction on neural networks and learning systems, 2020-04, Vol.31 (4), p.1242-1254
2020
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Efficient Architecture Search for Continual Learning
IEEE transaction on neural networks and learning systems, 2023-11, Vol.34 (11), p.8555-8565
2023
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Hierarchical Sliding-Mode Surface-Based Adaptive Actor-Critic Optimal Control for Switched Nonlinear Systems With Unknown Perturbation
IEEE transaction on neural networks and learning systems, 2024-02, Vol.35 (2), p.1559-1571
2024
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Object Detection With Deep Learning: A Review
IEEE transaction on neural networks and learning systems, 2019-11, Vol.30 (11), p.3212-3232
2019
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Automatic Searching and Pruning of Deep Neural Networks for Medical Imaging Diagnostic
IEEE transaction on neural networks and learning systems, 2021-12, Vol.32 (12), p.5664-5674
2021
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Cellular Automata Can Reduce Memory Requirements of Collective-State Computing
IEEE transaction on neural networks and learning systems, 2022-06, Vol.33 (6), p.2701-2713
2022
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Optimized Backstepping for Tracking Control of Strict-Feedback Systems
IEEE transaction on neural networks and learning systems, 2018-08, Vol.29 (8), p.3850-3862
2018
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iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization
IEEE transaction on neural networks and learning systems, 2023-04, Vol.34 (4), p.1945-1957
2023
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ReCNAS: Resource-Constrained Neural Architecture Search Based on Differentiable Annealing and Dynamic Pruning
IEEE transaction on neural networks and learning systems, 2024-02, Vol.35 (2), p.2805-2819
2024
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A Fast Evolutionary Knowledge Transfer Search for Multiscale Deep Neural Architecture
IEEE transaction on neural networks and learning systems, 2023-08, Vol.PP, p.1-15
2023
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NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search
IEEE transaction on neural networks and learning systems, 2023-11, Vol.34 (11), p.8441-8455
2023
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LRNAS: Differentiable Searching for Adversarially Robust Lightweight Neural Architecture
IEEE transaction on neural networks and learning systems, 2024-04, Vol.PP, p.1-15
2024
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A Survey of the Usages of Deep Learning for Natural Language Processing
IEEE transaction on neural networks and learning systems, 2021-02, Vol.32 (2), p.604-624
2021
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Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition
IEEE transaction on neural networks and learning systems, 2022-10, Vol.33 (10), p.5401-5415
2022
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Learning Deep Hierarchical Visual Feature Coding
IEEE transaction on neural networks and learning systems, 2014-12, Vol.25 (12), p.2212-2225
2014
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Adversarial Examples: Attacks and Defenses for Deep Learning
IEEE transaction on neural networks and learning systems, 2019-09, Vol.30 (9), p.2805-2824
2019
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Neural Architecture Selection as a Nash Equilibrium With Batch Entanglement
IEEE transaction on neural networks and learning systems, 2023-07, Vol.PP, p.1-15
2023
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FPGA-Based High-Throughput CNN Hardware Accelerator With High Computing Resource Utilization Ratio
IEEE transaction on neural networks and learning systems, 2022-08, Vol.33 (8), p.4069-4083
2022
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Attention in Natural Language Processing
IEEE transaction on neural networks and learning systems, 2021-10, Vol.32 (10), p.4291-4308
2021
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Enhanced Gradient for Differentiable Architecture Search
IEEE transaction on neural networks and learning systems, 2023-01, Vol.PP, p.1-15
2023
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Surrogate-Assisted Particle Swarm Optimization for Evolving Variable-Length Transferable Blocks for Image Classification
IEEE transaction on neural networks and learning systems, 2022-08, Vol.33 (8), p.3727-3740
2022
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BNAS: Efficient Neural Architecture Search Using Broad Scalable Architecture
IEEE transaction on neural networks and learning systems, 2022-09, Vol.33 (9), p.5004-5018
2022
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