Deep Complex Networks

27 May 2017

Papers citing "Deep Complex Networks"

50 / 242 papers shown

Title
Quantum Mathematics in Artificial Intelligence Dominic Widdows Kirsty Kitto T. Cohen AI4CE 38 16 0 12 Jan 2021
Machine Learning in Magnetic Resonance Imaging: Image Reconstruction Javier Montalt-Tordera V. Muthurangu A. Hauptmann J. Steeden AI4CE 26 40 0 09 Dec 2020
Traffic flow prediction using Deep Sedenion Networks Alabi Bojesomo P. Liatsis Hasan Al Marzouqi 19 10 0 07 Dec 2020
The universal approximation theorem for complex-valued neural networks F. Voigtlaender 21 62 0 06 Dec 2020
Learnable Gabor modulated complex-valued networks for orientation robustness Felix Richards A. Paiement Xianghua Xie Elisabeth Sola Pierre-Alain Duc 7 2 0 23 Nov 2020
Continual Learning with Deep Artificial Neurons Blake Camp J. Mandivarapu Rolando Estrada 18 8 0 13 Nov 2020
Multi-Coil MRI Reconstruction Challenge -- Assessing Brain MRI Reconstruction Models and their Generalizability to Varying Coil Configurations Youssef Beauferris Jonas Teuwen D. Karkalousos N. Moriakov M. Caan ... Mike Lasby N. Nogovitsyn W. Loos Richard Frayne Roberto Souza OOD 13 36 0 10 Nov 2020
All-Weather Object Recognition Using Radar and Infrared Sensing Marcel Sheeny 20 1 0 30 Oct 2020
Phase Aware Speech Enhancement using Realisation of Complex-valued LSTM Raktim Gautam Goswami Sivaganesh Andhavarapu Rama Murty 6 1 0 27 Oct 2020
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription Accuracy K. Cheuk Yin-Jyun Luo Emmanouil Benetos Dorien Herremans 62 22 0 20 Oct 2020
Modulation Pattern Detection Using Complex Convolutions in Deep Learning J. Krzyston R. Bhattacharjea A. Stark 16 6 0 14 Oct 2020
Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular Data J. A. Barrachina C. Ren C. Morisseau G. Vieillard J. Ovarlez 6 37 0 17 Sep 2020
Malicious Network Traffic Detection via Deep Learning: An Information Theoretic View Erick Galinkin AAML 15 0 0 16 Sep 2020
Generalizing Complex/Hyper-complex Convolutions to Vector Map Convolutions Chase J. Gaudet Anthony Maida 9 5 0 09 Sep 2020
An End-to-end Architecture of Online Multi-channel Speech Separation Jian Wu Zhuo Chen Jinyu Li Takuya Yoshioka Zhili Tan Ed Lin Yi Luo Lei Xie 3DV 11 20 0 07 Sep 2020
Complex-valued embeddings of generic proximity data Maximilian Münch Michiel Straat Michael Biehl Frank-Michael Schleif 30 4 0 31 Aug 2020
$Unitary Learning for Deep Diffractive Neural Network$ Unitary Learning for Deep Diffractive Neural Network Yong-Liang Xiao 6 1 0 17 Aug 2020
Generative Adversarial Networks for Synthesizing InSAR Patches Philipp Sibler Yuanyuan Wang S. Auer Mohsin Ali Xiaoxiang Zhu GAN 8 3 0 03 Aug 2020
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 6 581 0 01 Aug 2020
flexgrid2vec: Learning Efficient Visual Representations Vectors Ali Hamdi D. Kim Flora D. Salim SSL GNN 30 7 0 30 Jul 2020
Quaternion Capsule Networks B. Özcan Furkan Kinli Mustafa Furkan Kıraç 3DPC 12 6 0 08 Jul 2020
Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function Thomio Watanabe D. Wolf 19 21 0 18 Jun 2020
70 years of machine learning in geoscience in review Jesper Sören Dramsch VLM AI4CE 32 160 0 16 Jun 2020
AlgebraNets Jordan Hoffmann Simon Schmitt Simon Osindero Karen Simonyan Erich Elsen MoE 6 6 0 12 Jun 2020
Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting Surfaces Shicong Liu Zhen Gao Jun Zhang M. Di Renzo Mohamed-Slim Alouini 9 246 0 03 Jun 2020
Complex Amplitude-Phase Boltzmann Machines Zengyi Li Friedrich T. Sommer 11 0 0 04 May 2020
Flexible Transmitter Network Shao-Qun Zhang Zhi-Hua Zhou 9 14 0 08 Apr 2020
Residual Shuffle-Exchange Networks for Fast Processing of Long Sequences Andis Draguns Emīls Ozoliņš A. Sostaks Matiss Apinis Kārlis Freivalds 11 8 0 06 Apr 2020
DeepFLASH: An Efficient Network for Learning-based Medical Image Registration Jian Wang Miaomiao Zhang FedML MedIm 14 61 0 05 Apr 2020
Analysis of Deep Complex-Valued Convolutional Neural Networks for MRI Reconstruction Elizabeth K. Cole Joseph Y. Cheng John M. Pauly S. Vasanawala 11 11 0 03 Apr 2020
Bayesian Sparsification Methods for Deep Complex-valued Networks Ivan Nazarov Evgeny Burnaev BDL 12 0 0 25 Mar 2020
Eigen component analysis: A quantum theory incorporated machine learning technique to find linearly maximum separable components Chen Miao Shaohua Ma 9 0 0 23 Mar 2020
Wireless Fingerprinting via Deep Learning: The Impact of Confounding Factors Metehan Cekic S. Gopalakrishnan Upamanyu Madhow 12 11 0 25 Feb 2020
CGCNN: Complex Gabor Convolutional Neural Network on raw speech Paul-Gauthier Noé Titouan Parcollet Mohamed Morchid 14 29 0 11 Feb 2020
Vocoder-free End-to-End Voice Conversion with Transformer Network June-Woo Kim H. Jung Minho Lee 20 4 0 05 Feb 2020
The impact of Audio input representations on neural network based music transcription K. Cheuk Kat R. Agres Dorien Herremans 19 17 0 25 Jan 2020
Encoding word order in complex embeddings Benyou Wang Donghao Zhao Christina Lioma Qiuchi Li Peng Zhang J. Simonsen 11 111 0 27 Dec 2019
$Σ$ -net: Systematic Evaluation of Iterative Deep Neural Networks for Fast Parallel MR Image Reconstruction Kerstin Hammernik Jo Schlemper C. Qin Jinming Duan Ronald M. Summers Daniel Rueckert 27 24 0 18 Dec 2019
Design of optical neural networks with component imprecisions Michael Y.-S. Fang S. Manipatruni Casimir Wierzynski A. Khosrowshahi M. DeWeese 33 128 0 13 Dec 2019
Veni Vidi Dixi: Reliable Wireless Communication with Depth Images Serkut Ayvaşık H. Gürsu W. Kellerer 26 14 0 04 Dec 2019
Investigating U-Nets with various Intermediate Blocks for Spectrogram-based Singing Voice Separation Woosung Choi Minseok Kim Jaehwa Chung Daewon Lee Soonyoung Jung 21 4 0 02 Dec 2019
Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification Hongwei Dong Siyu Zhang B. Zou Lamei Zhang 16 47 0 16 Nov 2019
Spatially Regularized Parametric Map Reconstruction for Fast Magnetic Resonance Fingerprinting F. Balsiger Alain Jungo Olivier Scheidegger P. Carlier M. Reyes B. Marty 11 25 0 09 Nov 2019
Complex Transformer: A Framework for Modeling Complex-Valued Sequence Muqiao Yang Martin Q. Ma Dongyu Li Yao-Hung Hubert Tsai Ruslan Salakhutdinov ViT 19 37 0 22 Oct 2019
SurReal: Complex-Valued Learning as Principled Transformations on a Scaling and Rotation Manifold Rudrasis Chakraborty Yifei Xing Stella X. Yu 22 8 0 18 Oct 2019
End-to-end speech enhancement based on discrete cosine transform Chuang Geng Lei Wang 12 17 0 17 Oct 2019
Physics-Informed Deep Neural Network Method for Limited Observability State Estimation J. Ostrometzky Konstantin Berestizshevsky A. Bernstein Gil Zussman 20 28 0 14 Oct 2019
Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network Yi Cao Yan Wu Peng Zhang Wenkai Liang Ming Li 15 51 0 29 Sep 2019
Deep Complex Networks for Protocol-Agnostic Radio Frequency Device Fingerprinting in the Wild Ioannis Agadakos Nikolaos Agadakos Jason Polakis Mohamed R. Amer 19 18 0 18 Sep 2019
Resonant Machine Learning Based on Complex Growth Transform Dynamical Systems Oindrila Chatterjee S. Chakrabartty 12 7 0 15 Aug 2019