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v1v2 (latest)

Complex Transformer: A Framework for Modeling Complex-Valued Sequence

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019

22 October 2019

Papers citing "Complex Transformer: A Framework for Modeling Complex-Valued Sequence"

20 / 20 papers shown

Title
Holographic Transformers for Complex-Valued Signal Processing: Integrating Phase Interference into Self-Attention Enhao Huang Zhiyu Zhang Tianxiang Xu Chunshu Xia Kaichun Hu Yuchen Yang Tongtong Pan Dong Dong Zhan Qin 73 0 0 14 Sep 2025
Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Haomiao Zhang Zhangyuan Li Yanling Piao Z. Li Xiaodong Wang Miao Cao Xiongfei Su Qiang Song Xin Yuan 60 0 0 29 Aug 2025
$iFairy: the First 2-bit Complex LLM with All Parameters in $\{\pm1, \pm i\}$$ iFairy: the First 2-bit Complex LLM with All Parameters in $\{\pm1, \pm i\}$ Feiyu Wang Guoan Wang Yihao Zhang S. Wang Weitao Li Bokai Huang Shimao Chen Z. L. Jiang Rui Xu Tong Yang MQ 180 4 0 07 Aug 2025
BeatFormer: Efficient motion-robust remote heart rate estimation through unsupervised spectral zoomed attention filters Joaquim Comas Federico Sukno 111 1 0 20 Jul 2025
Expanding Expressivity in Transformer Models with MöbiusAttention Anna-Maria Halacheva M. Nayyeri Steffen Staab 183 1 0 08 Sep 2024
CoNO: Complex Neural Operator for Continous Dynamical Physical Systems Karn Tiwari N. M. A. Krishnan P. PrathoshA 255 2 0 01 Jun 2024
DeepCSHAP: Utilizing Shapley Values to Explain Deep Complex-Valued Neural Networks Florian Eilers Xiaoyi Jiang FAtt 127 1 0 13 Mar 2024
Emerging Approaches for THz Array Imaging: A Tutorial Review and Software Tool Josiah W. Smith Murat Torlak 174 1 0 16 Sep 2023
Building Blocks for a Complex-Valued Transformer ArchitectureIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Florian Eilers Xiaoyi Jiang ViT 231 21 0 16 Jun 2023
On Learning Time Series Summary DAGs: A Frequency Domain Approach Aramayis Dallakyan CML AI4TS 142 2 0 17 Apr 2023
Adapting Pre-trained Language Models for Quantum Natural Language Processing Qiuchi Li Benyou Wang Yudong Zhu Christina Lioma Qun Liu AI4CE 227 5 0 24 Feb 2023
D2Former: A Fully Complex Dual-Path Dual-Decoder Conformer Network using Joint Complex Masking and Complex Spectral Mapping for Monaural Speech EnhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Shengkui Zhao Bin Ma 247 21 0 23 Feb 2023
Adversarial Audio Synthesis with Complex-valued Polynomial Networks Yongtao Wu Grigorios G. Chrysos Volkan Cevher DiffM 223 4 0 14 Jun 2022
Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Yihui Fu Yun Liu Jingdong Li Dawei Luo Shubo Lv Yukai Jv Lei Xie 310 63 0 11 Nov 2021
A Two-stage Complex Network using Cycle-consistent Generative Adversarial Networks for Speech Enhancement Guochen Yu Yutian Wang Hui Wang Qin Zhang C. Zheng GAN 240 20 0 05 Sep 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 366 12 0 05 Jun 2021
Deep Sound Field Reconstruction in Real Rooms: Introducing the ISOBEL Sound Field Dataset M. S. Kristoffersen M. B. Møller Pablo Martínez-Nuevo Jan Østergaard 142 18 0 12 Feb 2021
AlgebraNets Jordan Hoffmann Simon Schmitt Simon Osindero Karen Simonyan Erich Elsen MoE 372 6 0 12 Jun 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
Bayesian Sparsification Methods for Deep Complex-valued Networks Ivan Nazarov Evgeny Burnaev BDL 213 0 0 25 Mar 2020

v1v2 (latest)

Complex Transformer: A Framework for Modeling Complex-Valued Sequence

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019

22 October 2019

Papers citing "Complex Transformer: A Framework for Modeling Complex-Valued Sequence"

20 / 20 papers shown

Title
Holographic Transformers for Complex-Valued Signal Processing: Integrating Phase Interference into Self-Attention Enhao Huang Zhiyu Zhang Tianxiang Xu Chunshu Xia Kaichun Hu Yuchen Yang Tongtong Pan Dong Dong Zhan Qin 73 0 0 14 Sep 2025
Unfolding Framework with Complex-Valued Deformable Attention for High-Quality Computer-Generated Hologram Generation Haomiao Zhang Zhangyuan Li Yanling Piao Z. Li Xiaodong Wang Miao Cao Xiongfei Su Qiang Song Xin Yuan 60 0 0 29 Aug 2025
$iFairy: the First 2-bit Complex LLM with All Parameters in $\{\pm1, \pm i\}$$ iFairy: the First 2-bit Complex LLM with All Parameters in $\{\pm1, \pm i\}$ Feiyu Wang Guoan Wang Yihao Zhang S. Wang Weitao Li Bokai Huang Shimao Chen Z. L. Jiang Rui Xu Tong Yang MQ 180 4 0 07 Aug 2025
BeatFormer: Efficient motion-robust remote heart rate estimation through unsupervised spectral zoomed attention filters Joaquim Comas Federico Sukno 111 1 0 20 Jul 2025
Expanding Expressivity in Transformer Models with MöbiusAttention Anna-Maria Halacheva M. Nayyeri Steffen Staab 183 1 0 08 Sep 2024
CoNO: Complex Neural Operator for Continous Dynamical Physical Systems Karn Tiwari N. M. A. Krishnan P. PrathoshA 255 2 0 01 Jun 2024
DeepCSHAP: Utilizing Shapley Values to Explain Deep Complex-Valued Neural Networks Florian Eilers Xiaoyi Jiang FAtt 127 1 0 13 Mar 2024
Emerging Approaches for THz Array Imaging: A Tutorial Review and Software Tool Josiah W. Smith Murat Torlak 174 1 0 16 Sep 2023
Building Blocks for a Complex-Valued Transformer ArchitectureIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Florian Eilers Xiaoyi Jiang ViT 231 21 0 16 Jun 2023
On Learning Time Series Summary DAGs: A Frequency Domain Approach Aramayis Dallakyan CML AI4TS 142 2 0 17 Apr 2023
Adapting Pre-trained Language Models for Quantum Natural Language Processing Qiuchi Li Benyou Wang Yudong Zhu Christina Lioma Qun Liu AI4CE 227 5 0 24 Feb 2023
D2Former: A Fully Complex Dual-Path Dual-Decoder Conformer Network using Joint Complex Masking and Complex Spectral Mapping for Monaural Speech EnhancementIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Shengkui Zhao Bin Ma 247 21 0 23 Feb 2023
Adversarial Audio Synthesis with Complex-valued Polynomial Networks Yongtao Wu Grigorios G. Chrysos Volkan Cevher DiffM 223 4 0 14 Jun 2022
Uformer: A Unet based dilated complex & real dual-path conformer network for simultaneous speech enhancement and dereverberationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Yihui Fu Yun Liu Jingdong Li Dawei Luo Shubo Lv Yukai Jv Lei Xie 310 63 0 11 Nov 2021
A Two-stage Complex Network using Cycle-consistent Generative Adversarial Networks for Speech Enhancement Guochen Yu Yutian Wang Hui Wang Qin Zhang C. Zheng GAN 240 20 0 05 Sep 2021
Signal Transformer: Complex-valued Attention and Meta-Learning for Signal RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Yihong Dong Ying Peng Muqiao Yang Songtao Lu Qingjiang Shi 366 12 0 05 Jun 2021
Deep Sound Field Reconstruction in Real Rooms: Introducing the ISOBEL Sound Field Dataset M. S. Kristoffersen M. B. Møller Pablo Martínez-Nuevo Jan Østergaard 142 18 0 12 Feb 2021
AlgebraNets Jordan Hoffmann Simon Schmitt Simon Osindero Karen Simonyan Erich Elsen MoE 372 6 0 12 Jun 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
Bayesian Sparsification Methods for Deep Complex-valued Networks Ivan Nazarov Evgeny Burnaev BDL 213 0 0 25 Mar 2020