Knowledge transfer evolutionary search for lightweight neural architecture with dynamic inference

Differentiable neural architecture learning for efficient neural networks

(2022) Qingbei Guo et al.   PATTERN RECOGNITION

Searching part-specific neural fabrics for human pose estimation

(2022) Sen Yang et al.   PATTERN RECOGNITION

DARTSRepair: Core-failure-set guided DARTS for network robustness to common corruptions

(2022) Xuhong Ren et al.   PATTERN RECOGNITION

Improving One-Shot NAS with Shrinking-and-Expanding Supernet

(2021) Yiming Hu et al.   PATTERN RECOGNITION

Global motion estimation with iterative optimization-based independent univariate model for action recognition

(2021) Lifang Wu et al.   PATTERN RECOGNITION

Ridgelet-Nets With Speckle Reduction Regularization for SAR Image Scene Classification

(2021) Xiaoxue Qian et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Discretization-aware architecture search

(2021) Yunjie Tian et al.   PATTERN RECOGNITION

A Comprehensive Survey of Neural Architecture Search

(2021) Pengzhen Ren et al.   ACM COMPUTING SURVEYS

Automated search space and search strategy selection for AutoML

(2021) Chao Xue et al.   PATTERN RECOGNITION

Dynamic Neural Networks: A Survey

(2021) Yizeng Han et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

(2021) Hao Tan et al.   IEEE Transactions on Neural Networks and Learning Systems

A Survey on Evolutionary Neural Architecture Search

(2021) Yuqiao Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification

(2020) Hongwei Dong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

BBAS: Towards Large Scale Effective Ensemble Adversarial Attacks against Deep Neural Network Learning

(2020) Jialie Shen et al.   INFORMATION SCIENCES

Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification

(2020) Zhichao Lu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Semi-supervised blockwisely architecture search for efficient lightweight generative adversarial network

(2020) Man Zhang et al.   PATTERN RECOGNITION

AdaResU-Net: Multiobjective adaptive convolutional neural network for medical image segmentation

(2019) Maria Baldeon-Calisto et al.   NEUROCOMPUTING

Surrogate-Assisted Evolutionary Deep Learning Using an End-to-End Random Forest-Based Performance Predictor

(2019) Yanan Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations

(2018) Yanan Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Holistic CNN Compression via Low-Rank Decomposition with Knowledge Transfer

(2018) Shaohui Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Complex-Valued Convolutional Neural Network and Its Application in Polarimetric SAR Image Classification

(2017) Zhimian Zhang et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

SAR Image segmentation based on convolutional-wavelet neural network and markov random field

(2017) Yiping Duan et al.   PATTERN RECOGNITION

On robust image spam filtering via comprehensive visual modeling

(2015) Jialie Shen et al.   PATTERN RECOGNITION

A tutorial on synthetic aperture radar

(2013) Alberto Moreira et al.   IEEE Geoscience and Remote Sensing Magazine