Connectionists: NEURAL NETWORKS, May 2021

[Wang, Deliang]

Neural Networks - Volume 137,  May 2021
https://www.journals.elsevier.com/neural-networks

Robustifying models against adversarial attacks by Langevin dynamics
Vignesh Srinivasan, Csaba Rohrer, Arturo Marban, Klaus-Robert Muller, ... Shinichi Nakajima

Nonclosedness of sets of neural networks in Sobolev spaces
Scott Mahan, Emily J. King, Alex Cloninger

Controllable stroke-based sketch synthesis from a self-organized latent space
Sicong Zang, Shikui Tu, Lei Xu

Extracting and inserting knowledge into stacked denoising auto-encoders
Jianbo Yu, Guoliang Liu

A conditional Triplet loss for few-shot learning and its application to image co-segmentation
Daming Shi, Maysam Orouskhani, Yasin Orouskhani

A training algorithm with selectable search direction for complex-valued feedforward neural networks
Zhongying Dong, He Huang

Stochastic configuration network ensembles with selective base models
Changqin Huang, Ming Li, Dianhui Wang

Passive filter design for fractional-order quaternion-valued neural networks with neutral delays and external disturbance
Qiankun Song, Sihan Chen, Zhenjiang Zhao, Yurong Liu, Fuad E. Alsaadi

Words as a window: Using word embeddings to explore the learned representations of Convolutional Neural Networks
Dhanush Dharmaretnam, Chris Foster, Alona Fyshe

The role of individual neuron ion conductances in the synchronization processes of neuron networks
B.R.R. Boaretto, C. Manchein, T.L. Prado, S.R. Lopes

The Kolmogorov-Arnold representation theorem revisited
Johannes Schmidt-Hieber

The exact asymptotic form of Bayesian generalization error in latent Dirichlet allocation
Naoki Hayashi

Statistical foundation of Variational Bayes neural networks
Shrijita Bhattacharya, Tapabrata Maiti

MaskLayer: Enabling scalable deep learning solutions by training embedded feature sets
Remco Royen, Leon Denis, Quentin Bolsee, Pengpeng Hu, Adrian Munteanu

Building an adaptive interface via unsupervised tracking of latent manifolds
Fabio Rizzoglio, Maura Casadio, Dalia De Santis, Ferdinando A. Mussa-Ivaldi

Bilateral attention decoder: A lightweight decoder for real-time semantic segmentation
Chengli Peng, Tian Tian, Chen Chen, Xiaojie Guo, Jiayi Ma

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