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Joint Neural Architecture and Hyperparameter Search for Correlated Time Series Forecasting


Nov 29, 2022
Xinle Wu, Dalin Zhang, Miao Zhang, Chenjuan Guo, Bin Yang, Christian S. Jensen

* accepted by SIGMOD 2023 

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Prompt Tuning for Parameter-efficient Medical Image Segmentation


Nov 16, 2022
Marc Fischer, Alexander Bartler, Bin Yang


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Towards Discriminative and Transferable One-Stage Few-Shot Object Detectors


Oct 11, 2022
Karim Guirguis, Mohamed Abdelsamad, George Eskandar, Ahmed Hendawy, Matthias Kayser, Bin Yang, Juergen Beyerer


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Experts in the Loop: Conditional Variable Selection for Accelerating Post-Silicon Analysis Based on Deep Learning


Sep 30, 2022
Yiwen Liao, Raphaël Latty, Bin Yang


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Deep Feature Selection Using a Novel Complementary Feature Mask


Sep 25, 2022
Yiwen Liao, Jochen Rivoir, Raphaël Latty, Bin Yang


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CMGAN: Conformer-Based Metric-GAN for Monaural Speech Enhancement


Sep 23, 2022
Sherif Abdulatif, Ruizhe Cao, Bin Yang

* 16 pages, 10 figures and 5 tables. arXiv admin note: text overlap with arXiv:2203.15149 

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A Comparative Study on Unsupervised Anomaly Detection for Time Series: Experiments and Analysis


Sep 10, 2022
Yan Zhao, Liwei Deng, Xuanhao Chen, Chenjuan Guo, Bin Yang, Tung Kieu, Feiteng Huang, Torben Bach Pedersen, Kai Zheng, Christian S. Jensen


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Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey


Aug 22, 2022
Dalin Zhang, Kaixuan Chen, Yan Zhao, Bin Yang, Lina Yao, Christian S. Jensen


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Gradual Test-Time Adaptation by Self-Training and Style Transfer


Aug 16, 2022
Robert A. Marsden, Mario Döbler, Bin Yang


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Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer


Aug 12, 2022
Robert A. Marsden, Felix Wiewel, Mario Döbler, Yang Yang, Bin Yang

* Accepted at International Joint Conference on Neural Networks 2022 (IJCNN) 

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