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Chao-Han Huck Yang
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Variational quantum circuits for deep reinforcement learning
SYC Chen, CHH Yang, J Qi, PY Chen, X Ma, HS Goan
IEEE Access, Xanadu Quantum AI Competition, Research Track 1st Prize, 8 …, 2020
1272020
Decentralizing feature extraction with quantum convolutional neural network for automatic speech recognition
CHH Yang, J Qi, SYC Chen, PY Chen, SM Siniscalchi, X Ma, CH Lee
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
622021
Device-robust acoustic scene classification based on two-stage categorization and data augmentation
H Hu, CHH Yang, X Xia, X Bai, X Tang, Y Wang, S Niu, L Chai, J Li, H Zhu, ...
Detection and Classification of Acoustic Scenes and Events (DCASE), Best …, 2020
502020
Characterizing speech adversarial examples using self-attention u-net enhancement
CH Yang, J Qi, PY Chen, X Ma, CH Lee
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
462020
Y-net: Multi-scale feature aggregation network with wavelet structure similarity loss function for single image dehazing
HH Yang, CHH Yang, YCJ Tsai
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
382020
A microfluidic device integrating dual CMOS polysilicon nanowire sensors for on-chip whole blood processing and simultaneous detection of multiple analytes
DH Kuan, IS Wang, JR Lin, CH Yang, CH Huang, YH Lin, CT Lin, ...
Lab on a Chip 16 (16), 3105-3113, 2016
352016
A two-stage approach to device-robust acoustic scene classification
H Hu, CHH Yang, X Xia, X Bai, X Tang, Y Wang, S Niu, L Chai, J Li, H Zhu, ...
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021
252021
Enhanced adversarial strategically-timed attacks against deep reinforcement learning
CHH Yang, J Qi, PY Chen, Y Ouyang, ITD Hung, CH Lee, X Ma
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
242020
Voice2series: Reprogramming acoustic models for time series classification
CHH Yang, YY Tsai, PY Chen
International Conference on Machine Learning (ICML), 11808-11819, 2021
232021
Deepopht: medical report generation for retinal images via deep models and visual explanation
JH Huang, CHH Yang, F Liu, M Tian, YC Liu, TW Wu, I Lin, K Wang, ...
Proceedings of the IEEE/CVF winter conference on applications of computer …, 2021
202021
A novel hybrid machine learning model for auto-classification of retinal diseases
CHH Yang, JH Huang, F Liu, FY Chiu, M Gao, W Lyu, J Tegner
Workshop on Computational Biology, ICML 2018, 2018
202018
When causal intervention meets adversarial examples and image masking for deep neural networks
CHH Yang, YC Liu, PY Chen, X Ma, YCJ Tsai
2019 IEEE International Conference on Image Processing (ICIP), 3811-3815, 2019
18*2019
Wavelet channel attention module with a fusion network for single image deraining
HH Yang, CHH Yang, YCF Wang
2020 IEEE International Conference on Image Processing (ICIP), 883-887, 2020
172020
Tensor-to-vector regression for multi-channel speech enhancement based on tensor-train network
J Qi, H Hu, Y Wang, CHH Yang, SM Siniscalchi, CH Lee
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
17*2020
Robustness analysis of visual qa models by basic questions
JH Huang, CD Dao, M Alfadly, CH Yang, B Ghanem
VQA Challenge and Visual Dialog Workshop, CVPR 2018, 2017
162017
Interpretable self-attention temporal reasoning for driving behavior understanding
YC Liu, YA Hsieh, MH Chen, CHH Yang, J Tegner, YCJ Tsai
IEEE International Conference on Acoustics, Speech and Signal Processing …, 2020
152020
Synthesizing new retinal symptom images by multiple generative models
YC Liu, HH Yang, CH Huck Yang, JH Huang, M Tian, H Morikawa, ...
Asian Conference on Computer Vision, 235-250, 2018
152018
Pate-aae: Incorporating adversarial autoencoder into private aggregation of teacher ensembles for spoken command classification
CHH Yang, SM Siniscalchi, CH Lee
Interspeech 2021, 2021
142021
Qtn-vqc: An end-to-end learning framework for quantum neural networks
J Qi, CHH Yang, PY Chen
NeurIPS 2021 Workshop on Quantum Tensor Networks in Machine Learning, 2021
132021
Exploring deep hybrid tensor-to-vector network architectures for regression based speech enhancement
J Qi, H Hu, Y Wang, CHH Yang, SM Siniscalchi, CH Lee
Interspeech 2020, 2020
132020
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