中央研究院 資訊科學研究所

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 2021-04-22

張原豪 恭賀本所研究員張原豪博士榮獲科技部「109年度傑出研究獎 」

 2021-04-22

鐘楷閔 恭賀本所研究員鐘楷閔博士榮獲科技部「109年度傑出研究獎 」

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近期研究成果

Wen-Liang Hwang

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

Lun-Wei Ku

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

Lun-Wei Ku

Knowledge Based Hyperbolic Propagation

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

Lun-Wei Ku

User-Centric Path Reasoning towards Explainable Recommendation

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

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

Hong-Yuan Liao

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

Chun-Shien Lu

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

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

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

Tyng-Luh Liu

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

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

Lin, Chung-Yen

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

Tyng-Luh Liu

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

Wu, Jan-Jan

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

S-C. Mu

Not by Equations Alone: Reasoning with Extensible Effects

Journal of Functional Programming, January 2021

Oleg Kiselyov, Shin-Cheng Mu and Amr Sabry

Sung, Ting-Yi

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

Wu, Jan-Jan

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

Mi-Yen Yeh

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

Mi-Yen Yeh

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

Hsu, Wen-Lian

A Flexible Template Generation and Matching Method with Applications for Publication Reference Metadata Extraction

Journal of the Association for Information Science and Technology, To Appear

Ting-Hao Yang, Yu-Lun Hsieh, Shih-Hung Liu, Yung-Chun Chang, and Wen-Lian Hsu

Hsu, Wen-Lian
Tyng-Luh Liu

Text-guided Graph Neural Networks for Referring 3D Instance Segmentation

Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI), February 2021

Pin-Hao Huang, Han-Hung Lee, Hwann-Tzong Chen and Tyng-Luh Liu

Sung, Ting-Yi
Lun-Wei Ku

Assessing the Helpfulness of Learning Materials with Inference-Based Learner-Like Agent

Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 2020

Yun-Hsuan Jen, Chieh-Yang Huang, MeiHua Chen, Ting-Hao Huang and Lun-Wei Ku

Lun-Wei Ku

Reactive Supervision: A New Method for Collecting Sarcasm Data

Conference on Empirical Methods in Natural Language Processing (EMNLP 2020), November 2020

Boaz Shmueli, Lun-Wei Ku and Soumya Ray

Hsin-Min Wang

Subspace-based Representation and Learning for Phonotactic Spoken Language Recognition

IEEE/ACM Transactions on Audio, Speech, and Language Processing, November 2020

Hung-Shin Lee, Yu Tsao, Shyh-Kang Jeng, and Hsin-Min Wang

Hong-Yuan Liao

Learning From Music to Visual Storytelling of Shots: A Deep Interactive Learning Mechanism

ACM Multimedia Conference, October 2020

Jen-Chun Lin, Wen-Li Wei, Yen-Yu Lin, Tyng-Luh Liu, and Hong-Yuan Mark Liao

Tyng-Luh Liu

Self-similarity Student for Partial Label Histopathology Image Segmentation

16th European Conference on Computer Vision (ECCV), August 2020

Hsien-Tzu Cheng, Chun-Fu Yeh, Po-Chen Kuo, Andy Wei, Keng-Chi Liu, Mong-Chi Ko, Kuan-Hua Chao, Yu-Ching Peng, and Tyng-Luh Liu

學術活動

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17
May

學術演講

TIGP (SNHCC) -- AI landing experience sharing from a giant laptop manufacturer

講者陳善青 博士, 仁寶電腦

時間2021-05-17 (Mon.) 14:00 – 16:00

地點https://meet.google.com/hye-hjmf-jcy
線上會議:請見摘要頁。

20
May

學術演講

TIGP (BIO)—Detecting genetic ancestry and adaptation in the Taiwanese Han people

講者可文亞 教授, 國立陽明交通大學 生命科學系暨基因體科學研究所

時間2021-05-20 (Thu.) 14:00 – 16:00

地點資訊所新館101演講廳

24
May

學術演講

TIGP (SNHCC) -- Deep Learning for Physical Layer Design of 6G Cellular and Satellite Systems

講者李佳翰 教授, 國立陽明交通大學 電機工程學系

時間2021-05-24 (Mon.) 14:00 – 16:00

地點https://meet.google.com/fyi-fary-cxe
線上會議:請見摘要頁。

27
May

學術演講

TIGP (BIO)—Causative Biology and Cryptic Regulatory Mechanisms underlying Autism

講者莊樹諄 博士, 中央研究院基因體研究中心

時間2021-05-27 (Thu.) 14:00 – 16:00

地點資訊所新館101演講廳

31
May

學術研討會

2021 研究資料管理工作坊

時間2021-05-31 (Mon.) 09:30 – 17:00

地點本所新館106及107會議室

31
May

學術演講

TIGP (SNHCC) -- Image Restoration: From Sparse Coding to Deep Learning

講者康立威 教授, 國立臺灣師範大學 電機工程學系

時間2021-05-31 (Mon.) 14:00 – 16:00

地點https://meet.google.com/ttm-mtgy-xto
線上會議:請見摘要頁。

2
June

學術演講

CITI--Road to 6G

講者Tony Q.S. Quek 教授, Singapore University of Technology and Design (SUTD)

時間2021-06-02 (Wed.) 13:30 – 15:30

地點資創中心122演講廳

7
June

學術演講

TIGP (SNHCC) -- Auditory Processing, Speech and Reading Abilities in Chinese

講者王曉嵐 教授, 國立臺灣師範大學 特殊教育學系

時間2021-06-07 (Mon.) 14:00 – 16:00

地點https://meet.google.com/nms-ktgi-fsr
線上會議:請見摘要頁。