• case-insensitive prefix search: default
  e.g., sig matches "SIGIR" as well as "signal"
• exact word search: append dollar sign ($) to word
  e.g., graph$ matches "graph", but not "graphics"
• boolean and: separate words by space
  e.g., codd model
• boolean or: connect words by pipe symbol (|)
  e.g., graph|network

Update May 7, 2017: Please note that we had to disable the phrase search operator (.) and the boolean not operator (-) due to technical problems. For the time being, phrase search queries will yield regular prefix search result, and search terms preceded by a minus will be interpreted as regular (positive) search terms.

found 120 matches

• 2024
• 
  Elizabeth Newman, Lior Horesh, Haim Avron, Misha E. Kilmer:
  Stable tensor neural networks for efficient deep learning. Frontiers Big Data 7 (2024)
• 
  Hamidreza Bolhasani, Mohammad Marandinejad:
  Deep neural networks accelerators with focus on tensor processors. Microprocess. Microsystems 105: 105005 (2024)
• 
  Mohsen Khanjari, Azita Azarfar, Mohamad Hosseini Abardeh, Esmail Alibeiki:
  Anomalous sound detection for machine condition monitoring using 3D tensor representation of sound and 3D deep convolutional neural network. Multim. Tools Appl. 83(15): 44101-44119 (2024)
• 
  Weirong Liu, Min Zhang, Changhong Shi, Ning Zhang, Jie Liu:
  Deep Convolutional Neural Network Compression Method: Tensor Ring Decomposition with Variational Bayesian Approach. Neural Process. Lett. 56(2): 103 (2024)
• 
  Hongmin Cai, Yu Hu, Fei Qi, Bin Hu, Yiu-ming Cheung:
  Deep Tensor Spectral Clustering Network via Ensemble of Multiple Affinity Tensors. IEEE Trans. Pattern Anal. Mach. Intell. 46(7): 5080-5091 (2024)
• 
  Zhongyang Wang, Guoxia Xu, Xiaokang Zhou, Jung Yoon Kim, Hu Zhu, Lizhen Deng:
  Deep Tensor Evidence Fusion Network for Sentiment Classification. IEEE Trans. Comput. Soc. Syst. 11(4): 4605-4613 (2024)
• 
  Jingxiang Yang, Liang Xiao, Yong-Qiang Zhao, Jonathan Cheung-Wai Chan:
  Unsupervised Deep Tensor Network for Hyperspectral-Multispectral Image Fusion. IEEE Trans. Neural Networks Learn. Syst. 35(9): 13017-13031 (2024)
• 
  Khondoker Murad Hossain, Tim Oates:
  Ten-Guard: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networks. ICASSP 2024: 7080-7084
• 
  Jie Zhang, Weiqing Tong, Xiao-Yang Liu:
  High-Performance Spectral Tensor Layer for Deep Neural Network. IDS 2024: 26-31
• 
  Khondoker Murad Hossain, Tim Oates:
  TEN-GUARD: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networks. CoRR abs/2401.05432 (2024)
• 
  Brice Rauby, Paul Xing, Jonathan Porée, Maxime Gasse, Jean Provost:
  Pruning Sparse Tensor Neural Networks Enables Deep Learning for 3D Ultrasound Localization Microscopy. CoRR abs/2402.09359 (2024)
• 
  Jiachen Guo, Chanwook Park, Xiaoyu Xie, Zhongsheng Sang, Gregory J. Wagner, Wing Kam Liu:
  Convolutional Hierarchical Deep Learning Neural Networks-Tensor Decomposition (C-HiDeNN-TD): a scalable surrogate modeling approach for large-scale physical systems. CoRR abs/2409.00329 (2024)
• 
  Lukas Schynol, Marius Pesavento:
  Adaptive Anomaly Detection in Network Flows with Low-Rank Tensor Decompositions and Deep Unrolling. CoRR abs/2409.11529 (2024)
• 2023
• 
  Kristoffer K. Wickstrøm, Sigurd Løkse, Michael C. Kampffmeyer, Shujian Yu, José C. Príncipe, Robert Jenssen:
  Analysis of Deep Convolutional Neural Networks Using Tensor Kernels and Matrix-Based Entropy. Entropy 25(6): 899 (2023)
• 
  Xuan Truong Tran, Viet-Ha Nhu, Doan Thi Nam Phuong, Le Thanh Nghi, Nguyen Nhu Hung, Pham Viet Hoa, Dieu Tien Bui:
  A New Approach Based on TensorFlow Deep Neural Networks with ADAM Optimizer and GIS for Spatial Prediction of Forest Fire Danger in Tropical Areas. Remote. Sens. 15(14): 3458 (2023)
• 
  Weilin Shen, Junmin Liu, Jinhai Li, Chao Tian:
  Deep Tensor Attention Prior Network for Hyperspectral Image Denoising. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6448-6462 (2023)
• 
  Jun Qi, Chao-Han Huck Yang, Pin-Yu Chen, Javier Tejedor:
  Exploiting Low-Rank Tensor-Train Deep Neural Networks Based on Riemannian Gradient Descent With Illustrations of Speech Processing. IEEE ACM Trans. Audio Speech Lang. Process. 31: 633-642 (2023)
• 
  Wentao Mao, Yu Wang, Linlin Kou, Xihui Liang:
  A New Deep Tensor Autoencoder Network for Unsupervised Health Indicator Construction and Degradation State Evaluation of Metro Wheel. IEEE Trans. Instrum. Meas. 72: 1-15 (2023)
• 
  Ce Ju, Cuntai Guan:
  Tensor-CSPNet: A Novel Geometric Deep Learning Framework for Motor Imagery Classification. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10955-10969 (2023)
• 
  Kun Xie, Yudian Ouyang, Xin Wang, Gaogang Xie, Kenli Li, Wei Liang, Jiannong Cao, Jigang Wen:
  Deep Adversarial Tensor Completion for Accurate Network Traffic Measurement. IEEE/ACM Trans. Netw. 31(5): 2101-2116 (2023)
• 
  Muhammad Shahmeer Omar, Jun Qi, Xiaoli Ma:
  Mitigating Clipping Distortion in Multicarrier Transmissions Using Tensor-Train Deep Neural Networks. IEEE Trans. Wirel. Commun. 22(3): 2127-2138 (2023)
• 
  Yu Gong, Miao Yin, Lingyi Huang, Jinqi Xiao, Yang Sui, Chunhua Deng, Bo Yuan:
  ETTE: Efficient Tensor-Train-based Computing Engine for Deep Neural Networks. ISCA 2023: 68:1-68:13
• 
  Yifan Zhang:
  Deep Tensor Network. CoRR abs/2311.11091 (2023)
• 2022
• 
  Yunlong He:
  Generation of diffusion tensor imaging data of the human heart using deep convolutional adversarial networks. (Génération de données d'imagerie du tenseur de diffusion du cœur humain à l'aide de réseaux convolutifs adversariaux profonds). INSA de Lyon, France, 2022
• 
  Jinlong Li, Lunhui Xu, Ruonan Li, Pan Wu, Zilin Huang:
  Deep spatial-temporal bi-directional residual optimisation based on tensor decomposition for traffic data imputation on urban road network. Appl. Intell. 52(10): 11363-11381 (2022)
• 
  Qiang Wang, Yuwang Ji:
  TP: tensor product layer to compress the neural network in deep learning. Appl. Intell. 52(15): 17133-17144 (2022)
• 
  Amirreza Nekooei, Saeed Safari:
  Compression of Deep Neural Networks based on quantized tensor decomposition to implement on reconfigurable hardware platforms. Neural Networks 150: 350-363 (2022)
• 
  Bojan Zunkovic:
  Deep tensor networks with matrix product operators. Quantum Mach. Intell. 4(2): 1-12 (2022)
• 
  Feng Qian, Zhangbo Liu, Yan Wang, Yingjie Zhou, Guangmin Hu:
  Ground Truth-Free 3-D Seismic Random Noise Attenuation via Deep Tensor Convolutional Neural Networks in the Time-Frequency Domain. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022)
• 
  Guyue Huang, Haoran Li, Minghai Qin, Fei Sun, Yufei Ding, Yuan Xie:
  Shfl-BW: accelerating deep neural network inference with tensor-core aware weight pruning. DAC 2022: 1153-1158

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