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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 AI Quantum ML Research award 1st Place 2019 8, 141007-141024, 2019
1002019
Characterizing speech adversarial examples using self-attention u-net enhancement
CH Yang, J Qi, PY Chen, X Ma, CH Lee
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
432020
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
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
422021
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) 2020, 2020
422020
Y-net: Multi-scale feature aggregation network with wavelet structure similarity loss function for single image dehazing
HH Yang, CHH Yang, YCJ Tsai
2020 IEEE International Conference on Acoustics, Speech and Signal …, 2020
322020
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
322016
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
212020
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
172018
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, ...
IEEE Winter Conference on Applications of Computer Vision (WACV), 2021
162021
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, ...
2021 IEEE International Conference on Acoustics, Speech and Signal …, 2021
162021
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
2020 IEEE International Conference on Acoustics, Speech and Signal …, 2020
16*2020
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
16*2019
Robustness analysis of visual qa models by basic questions
JH Huang, CD Dao, M Alfadly, CH Yang, B Ghanem
VQA Challenge Workshop, CVPR 2017, 2017
152017
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
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
122020
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
112020
Auto-classification of retinal diseases in the limit of sparse data using a two-streams machine learning model
CHH Yang, F Liu, JH Huang, M Tian, MDIH Lin, YC Liu, H Morikawa, ...
Asian Conference on Computer Vision, 323-338, 2018
112018
Synthesizing New Retinal Symptom Images by Multiple Generative Models
YC Liu, HH Yang, CHH Yang, JH Huang, M Tian, H Morikawa, YCJ Tsai, ...
Asian Conference on Computer Vision, 235-250, 2018
112018
PATE-AAE: Incorporating Adversarial Autoencoder into Private Aggregation of Teacher Ensembles for Spoken Command Classification
CHH Yang, SM Siniscalchi, CH Lee
Interspeech 2021, 2021
102021
Voice2series: Reprogramming acoustic models for time series classification
CHH Yang, YY Tsai, PY Chen
International Conference on Machine Learning (ICML), 11808-11819, 2021
102021
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