中央研究院 資訊科學研究所

A data-independent acquisition-based global phosphoproteomics system enables deep profiling

Nature Communications, May 2021

Reta Birhanu Kitata, Wai-Kok Choong, Chia-Feng Tsai, Pei-Yi Lin, Bo-Shiun Chen, Yun-Chien Chang, Alexey I. Nesvizhskii, Ting-Yi Sung and Yu-Ju Chen

Null Space Component Analysis of One-Shot Single-Channel Source Separation Problem

IEEE Transactions on Signal Processing, To Appear

Wen-Liang Hwang and Jinn Ho

End-to-end Recurrent Cross-Modality Attention for Video Dialogue

IEEE/ACM Transactions on Audio, Speech and Language Processing, To Appear

Yun-Wei Chu, Kuan-Yen Lin, Chao-Chun Hsu, Lun-Wei Ku

Knowledge Based Hyperbolic Propagation

Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021), July 2021

Chang-You Tai, Chienkun Huang, Liangying Huang, Lun-Wei Ku

User-Centric Path Reasoning towards Explainable Recommendation

Proceedings of the 44th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2021), July 2021

Chang-You Tai, Liangying Huang, Chienkun Huang, Lun-Wei Ku

Beyond Fair Pay: Ethical Implications of Crowdsourcing NLP Task

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2021), June 2021

Boaz Shmueli, Jan Fell, Soumya Ray, Lun-Wei Ku

Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 2021

Jia-Wei Chen, Li-Ju Chen, Chia-Mu Yu, and Chun-Shien Lu

Scaled-YOLOv4: Scaling Cross Stage Partial Network

IEEE Computer Society Conference on Computer Vision and Pattern Recognition, June 2021

Chien-Yao Wang, Alexey Bochkovskiy, and Hong-Yuan Mark Liao

Adaptive Image Transformer for One-Shot Object Detection

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2021

Ding-Jie Chen, He-Yen Hsieh and Tyng-Luh Liu

Referring Image Segmentation via Language-Driven Attention

International Conference on Robotics and Automation (ICRA), May 2021

Ding-Jie Chen, He-Yen Hsieh and Tyng-Luh Liu

ATACgraph: profiling genome wide chromatin accessibility from ATAC-seq

Frontiers in Genetics, January 2021

Rita Jui-Hsein Lu, Yen-Ting Liu, Chih Wei Huang, Ming-Ren Yen, Chung-Yen Lin and Pao-Yang Chen

Adaptive and Generative Zero-Shot Learning

Ninth International Conference on Learning Representations (ICLR), May 2021

Yu-Ying Chou, Hsuan-Tien Lin and Tyng-Luh Liu

Efficient Video Captioning on Heterogeneous System Architectures

35th IEEE International Parallel and Distributed Processing Symposium (IPDPS), May 2021

Horng-Ruey Huang, Ding-Yong Hong, Jan-Jan Wu, Pangfeng Liu, Wei-Chung Hsu

Not by Equations Alone: Reasoning with Extensible Effects

Journal of Functional Programming, January 2021

Oleg Kiselyov, Shin-Cheng Mu and Amr Sabry

Multi-Q 2 software facilitates isobaric labeling quantitation analysis with improved accuracy and coverage

Scientific Reports, January 2021

Ching-Tai Chen, Jen-Hung Wang, Cheng-Wei Cheng, Wei-Che Hsu, Chu-Ling Ko, Wai-Kok Choong, and Ting-Yi Sung

Parallel Asynchronous Stochastic Dual Coordinate Descent Algorithms for Efficiency and Convergence

29th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP 2021), March 2021

Yung-Chen Chen, Pangfeng Liu, Jan-Jan Wu

PASSLEAF: A Pool-bAsed Semi-Supervised LEArning Framework for Uncertain Knowledge Graph Embedding

The 35th AAAI Conference on Artificial Intelligence (AAAI 2021), February 2021

Zhu-Mu Chen, Mi-Yen Yeh, and Tei-Wei Kuo

Accelerating Continuous Normalizing Flow with Trajectory Polynomial Regularization

The 35th AAAI Conference on Artificial Intelligence (AAAI 2021), February 2021

Han-Hsien Huang and Mi-Yen Yeh