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Neural Networks, Volume 158
Volume 158, January 2023
- Sunwoo Lee
, Chaoyang He, Salman Avestimehr:
Achieving small-batch accuracy with large-batch scalability via Hessian-aware learning rate adjustment. 1-14
- Mete Ahishali
, Mehmet Yamac, Serkan Kiranyaz, Moncef Gabbouj
:
Representation based regression for object distance estimation. 15-29 - Wenfeng Deng
, Yuxuan Li, Keke Huang, Dehao Wu
, Chunhua Yang, Weihua Gui:
LSTMED: An uneven dynamic process monitoring method based on LSTM and Autoencoder neural network. 30-41
- Hanbit Oh
, Hikaru Sasaki
, Brendan Michael
, Takamitsu Matsubara
:
Bayesian Disturbance Injection: Robust imitation learning of flexible policies for robot manipulation. 42-58
- Javier Poyatos, Daniel Molina
, Aritz D. Martinez, Javier Del Ser, Francisco Herrera:
EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks. 59-82
- Bruno Scalzo, Ljubisa Stankovic, Milos Dakovic, Anthony G. Constantinides, Danilo P. Mandic
:
A class of doubly stochastic shift operators for random graph signals and their boundedness. 83-88 - Haijun Lei, Zhihui Tian, Hai Xie
, Benjian Zhao, Xianlu Zeng, Jiuwen Cao, Weixin Liu, Jiantao Wang, Guoming Zhang, Shuqiang Wang
, Baiying Lei
:
LAC-GAN: Lesion attention conditional GAN for Ultra-widefield image synthesis. 89-98
- Xi Jiang
, Jiadong Yan, Yu Zhao, Mingxin Jiang, Yuzhong Chen, Jingchao Zhou, Zhenxiang Xiao
, Zifan Wang, Rong Zhang
, Benjamin Becker, Dajiang Zhu, Keith M. Kendrick
, Tianming Liu:
Characterizing functional brain networks via Spatio-Temporal Attention 4D Convolutional Neural Networks (STA-4DCNNs). 99-110
- Kun Jing
, Luoyu Chen, Jungang Xu
:
An architecture entropy regularizer for differentiable neural architecture search. 111-120
- Guangyu Gao
, Ziming Liu, Guangjun Zhang, Jinyang Li, A. Kai Qin:
DANet: Semi-supervised differentiated auxiliaries guided network for video action recognition. 121-131 - Xiong Yang
, Yingjiang Zhou, Zhongke Gao:
Reinforcement learning for robust stabilization of nonlinear systems with asymmetric saturating actuators. 132-141 - Yinghan Shen, Xuhui Jiang, Zijian Li, Yuanzhuo Wang, Chengjin Xu, Huawei Shen, Xueqi Cheng:
UniSKGRep: A unified representation learning framework of social network and knowledge graph. 142-153 - Xuetao Xie
, Yi-Fei Pu, Jian Wang
:
A fractional gradient descent algorithm robust to the initial weights of multilayer perceptron. 154-170 - Shao-Yu Yin, Yu Huang
, Tien-Yu Chang, Shih-Fang Chang, Vincent S. Tseng
:
Continual learning with attentive recurrent neural networks for temporal data classification. 171-187
- Fadi Dornaika
, Jingjun Bi, Chongsheng Zhang:
A unified deep semi-supervised graph learning scheme based on nodes re-weighting and manifold regularization. 188-196
- Runze Lin
, Junghui Chen
, Lei Xie, Hongye Su:
Accelerating reinforcement learning with case-based model-assisted experience augmentation for process control. 197-215
- Xiang Hao
, Chenglin Xu, Lei Xie:
Neural speech enhancement with unsupervised pre-training and mixture training. 216-227
- Hongxiang Gao, Min Wu, Zhenghua Chen, Yuwen Li, Xingyao Wang
, Shan An, Jianqing Li, Chengyu Liu
:
SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition. 228-238
- Issaku Kawashima
, Toru Nagahama, Hiroaki Kumano
, Keiko Momose
, Saori C. Tanaka
:
Pavlovian-based neurofeedback enhances meta-awareness of mind-wandering. 239-248
- Zhichao Yang, Cong Cong
, Maurice Pagnucco, Yang Song:
Multi-scale multi-reception attention network for bone age assessment in X-ray images. 249-257 - Xuejiao Qin, Haijun Jiang
, Jianlong Qiu, Cheng Hu, Yue Ren:
Strictly intermittent quantized control for fixed/predefined-time cluster lag synchronization of stochastic multi-weighted complex networks. 258-271
- Wenjing Huang
, Shikui Tu
, Lei Xu
:
IA-FaceS: A bidirectional method for semantic face editing. 272-292
- Wenhao Zhou, Shiping Wen, Yi Liu, Lu Liu, Xin Liu
, Ling Chen
:
Forgetting memristor based STDP learning circuit for neural networks. 293-304 - Yachao Yang, Yanfeng Sun, Fujiao Ju, Shaofan Wang, Junbin Gao, Baocai Yin:
Multi-graph Fusion Graph Convolutional Networks with pseudo-label supervision. 305-317 - Hao Zhang
, DeLiang Wang
:
Deep MCANC: A deep learning approach to multi-channel active noise control. 318-327
- Xiao-Lei Zhang, Lei Xie, Eric Fosler-Lussier, Emmanuel Vincent:
Guest editorial: Special issue on advances in deep learning based speech processing. 328-330
- Alessandro Benfenati
, Alessio Marta:
A singular Riemannian geometry approach to Deep Neural Networks I. Theoretical foundations. 331-343
- Alessandro Benfenati
, Alessio Marta:
A singular Riemannian geometry approach to deep neural networks II. Reconstruction of 1-D equivalence classes. 344-358
- Wei Ju
, Yiyang Gu
, Xiao Luo
, Yifan Wang
, Haochen Yuan
, Huasong Zhong, Ming Zhang:
Unsupervised graph-level representation learning with hierarchical contrasts. 359-368
- Daeho Kim
, Jaeil Kim
:
CT-Loc: Cross-domain visual localization with a channel-wise transformer. 369-383
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