v1v2v3v4 (latest)

Deep Complex Networks

27 May 2017

Papers citing "Deep Complex Networks"

50 / 259 papers shown

Title
RingCNN: Exploiting Algebraically-Sparse Ring Tensors for Energy-Efficient CNN-Based Computational ImagingInternational Symposium on Computer Architecture (ISCA), 2021 Chao-Tsung Huang 194 15 0 19 Apr 2021
Dual-Octave Convolution for Accelerated Parallel MR Image ReconstructionAAAI Conference on Artificial Intelligence (AAAI), 2021 Chun-Mei Feng Zhanyuan Yang Geng Chen Yong Xu Ling Shao 133 31 0 12 Apr 2021
Complex Spectral Mapping With Attention Based Convolution Recurrent Neural Network for Speech Enhancement Liming Zhou Yongyu Gao Ziluo Wang Jiwei Li Wenbin Zhang 125 22 0 12 Apr 2021
Speech Denoising Without Clean Training Data: A Noise2Noise ApproachInterspeech (Interspeech), 2021 M. M. Kashyap Anuj Tambwekar Krishnamoorthy Manohara S. Natarajan 113 44 0 08 Apr 2021
Parameterized Hypercomplex Graph Neural Networks for Graph ClassificationInternational Conference on Artificial Neural Networks (ICANN), 2021 Tuan Le Marco Bertolini Frank Noé Djork-Arné Clevert 126 16 0 30 Mar 2021
BCNN: Binary Complex Neural NetworkMicroprocessors and microsystems (MM), 2021 Yanfei Li Tong Geng Ang Li Huimin Yu MQ 193 8 0 28 Mar 2021
Looking into Your Speech: Learning Cross-modal Affinity for Audio-visual Speech SeparationComputer Vision and Pattern Recognition (CVPR), 2021 Jiyoung Lee Soo-Whan Chung Sunok Kim Hong-Goo Kang Kwanghoon Sohn 154 59 0 25 Mar 2021
Blind Speech Separation and Dereverberation using Neural BeamformingSpeech Communication (Speech Commun.), 2021 Lukas Pfeifenberger Franz Pernkopf 129 5 0 24 Mar 2021
Detecting quantum entanglement with unsupervised learningQuantum Science and Technology (QST), 2021 Yiwei Chen Yu Pan Guofeng Zhang Shuming Cheng 104 50 0 08 Mar 2021
Quantitative approximation results for complex-valued neural networksSIAM Journal on Mathematics of Data Science (SIMODS), 2021 A. Caragea D. Lee J. Maly G. Pfander F. Voigtlaender 148 8 0 25 Feb 2021
MITNet: GAN Enhanced Magnetic Induction Tomography Based on Complex CNNIEEE Sensors Journal (IEEE Sens. J.), 2021 Zuohui Chen Qing Yuan Xujie Song Cheng Chen Dan Zhang Yun Xiang Ruigang Liu Qi Xuan MedIm 169 15 0 16 Feb 2021
Deep Neural Networks for Radar Waveform ClassificationAsilomar Conference on Signals, Systems and Computers (ACSSC), 2021 Michael Wharton Anne Pavy Philip Schniter 54 2 0 15 Feb 2021
CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI FeedbackIEEE Wireless Communications Letters (WCL), 2021 Sijie Ji Mo Li 180 138 0 15 Feb 2021
Real-time Monaural Speech Enhancement With Short-time Discrete Cosine Transform Qinglong Li Fei Gao Haixing Guan Kaichi Ma 168 26 0 09 Feb 2021
Monaural Speech Enhancement with Complex Convolutional Block Attention Module and Joint Time Frequency LossesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Shengkui Zhao Trung Hieu Nguyen B. Ma 131 49 0 03 Feb 2021
Neural Networks with Complex-Valued Weights Have No Spurious Local MinimaAnnual Conference on Information Sciences and Systems (CISS), 2021 Xingtu Liu MLT 112 1 0 31 Jan 2021
A Survey of Complex-Valued Neural Networks J. Bassey Lijun Qian Xianfang Li 277 147 0 28 Jan 2021
A shallow neural model for relation predictionInternational Computer Science Conference (ICSC), 2021 Caglar Demir Diego Moussallem A. N. Ngomo 132 12 0 22 Jan 2021
Quantum Mathematics in Artificial IntelligenceJournal of Artificial Intelligence Research (JAIR), 2021 Dominic Widdows Kirsty Kitto T. Cohen AI4CE 401 18 0 12 Jan 2021
Machine Learning in Magnetic Resonance Imaging: Image ReconstructionPhysica medica (Testo stampato) (Phys Med), 2020 Javier Montalt-Tordera V. Muthurangu A. Hauptmann J. Steeden AI4CE 180 52 0 09 Dec 2020
Traffic flow prediction using Deep Sedenion Networks Alabi Bojesomo P. Liatsis Hasan Al Marzouqi 345 10 0 07 Dec 2020
The universal approximation theorem for complex-valued neural networksApplied and Computational Harmonic Analysis (ACHA), 2020 F. Voigtlaender 320 71 0 06 Dec 2020
Learnable Gabor modulated complex-valued networks for orientation robustness Felix Richards A. Paiement Xianghua Xie Elisabeth Sola Pierre-Alain Duc 154 2 0 23 Nov 2020
Continual Learning with Deep Artificial Neurons Blake Camp J. Mandivarapu Rolando Estrada 137 9 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 197 45 0 10 Nov 2020
All-Weather Object Recognition Using Radar and Infrared Sensing Marcel Sheeny 144 1 0 30 Oct 2020
Phase Aware Speech Enhancement using Realisation of Complex-valued LSTM Raktim Gautam Goswami Sivaganesh Andhavarapu Rama Murty 141 2 0 27 Oct 2020
The Effect of Spectrogram Reconstruction on Automatic Music Transcription: An Alternative Approach to Improve Transcription AccuracyInternational Conference on Pattern Recognition (ICPR), 2020 K. Cheuk Yin-Jyun Luo Emmanouil Benetos Dorien Herremans 144 22 0 20 Oct 2020
Modulation Pattern Detection Using Complex Convolutions in Deep Learning J. Krzyston R. Bhattacharjea A. Stark 76 7 0 14 Oct 2020
Complex-Valued vs. Real-Valued Neural Networks for Classification Perspectives: An Example on Non-Circular DataIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 J. A. Barrachina C. Ren C. Morisseau G. Vieillard J. Ovarlez 153 45 0 17 Sep 2020
Malicious Network Traffic Detection via Deep Learning: An Information Theoretic View Erick Galinkin AAML 109 0 0 16 Sep 2020
Generalizing Complex/Hyper-complex Convolutions to Vector Map Convolutions Chase J. Gaudet Anthony Maida 138 5 0 09 Sep 2020
An End-to-end Architecture of Online Multi-channel Speech SeparationInterspeech (Interspeech), 2020 Jian Wu Zhuo Chen Jinyu Li Takuya Yoshioka Zhili Tan Ed Lin Yi Luo Lei Xie 3DV 78 21 0 07 Sep 2020
Complex-valued embeddings of generic proximity dataInternational Workshop on Structural and Syntactic Pattern Recognition (SSPR), 2020 Maximilian Münch Michiel Straat Michael Biehl Frank-Michael Schleif 158 4 0 31 Aug 2020
$Unitary Learning for Deep Diffractive Neural Network$ Unitary Learning for Deep Diffractive Neural Network Yong-Liang Xiao 152 1 0 17 Aug 2020
Generative Adversarial Networks for Synthesizing InSAR Patches Philipp Sibler Yuanyuan Wang S. Auer Mohsin Ali Xiaoxiang Zhu GAN 87 3 0 03 Aug 2020
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech EnhancementInterspeech (Interspeech), 2020 Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 469 714 0 01 Aug 2020
flexgrid2vec: Learning Efficient Visual Representations Vectors Ali Hamdi D. Kim Flora D. Salim SSL GNN 204 8 0 30 Jul 2020
Quaternion Capsule NetworksInternational Conference on Pattern Recognition (ICPR), 2020 B. Özcan Furkan Kinli Mustafa Furkan Kıraç 3DPC 111 9 0 08 Jul 2020
Image classification in frequency domain with 2SReLU: a second harmonics superposition activation function Thomio Watanabe D. Wolf 160 23 0 18 Jun 2020
70 years of machine learning in geoscience in review Jesper Sören Dramsch VLM AI4CE 251 199 0 16 Jun 2020
AlgebraNets Jordan Hoffmann Simon Schmitt Simon Osindero Karen Simonyan Erich Elsen MoE 372 6 0 12 Jun 2020
Deep Denoising Neural Network Assisted Compressive Channel Estimation for mmWave Intelligent Reflecting SurfacesIEEE Transactions on Vehicular Technology (TVT), 2020 Shicong Liu Zhen Gao Jun Zhang M. Di Renzo Mohamed-Slim Alouini 180 275 0 03 Jun 2020
Complex Amplitude-Phase Boltzmann Machines Zengyi Li Friedrich T. Sommer 86 0 0 04 May 2020
Flexible Transmitter NetworkNeural Computation (Neural Comput.), 2020 Shao-Qun Zhang Zhi Zhou 215 14 0 08 Apr 2020
Residual Shuffle-Exchange Networks for Fast Processing of Long SequencesAAAI Conference on Artificial Intelligence (AAAI), 2020 Andis Draguns Emīls Ozoliņš A. Sostaks Matiss Apinis Kārlis Freivalds 272 9 0 06 Apr 2020
DeepFLASH: An Efficient Network for Learning-based Medical Image RegistrationComputer Vision and Pattern Recognition (CVPR), 2020 Jian Wang Miaomiao Zhang FedML MedIm 203 72 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 258 11 0 03 Apr 2020
Bayesian Sparsification Methods for Deep Complex-valued Networks Ivan Nazarov Evgeny Burnaev BDL 213 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 153 0 0 23 Mar 2020