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Institute of Information Science, Academia Sinica

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Recent Research Results

Ding-Yong Hong

Effective Compression of Language Models by Combining Pruning and Knowledge Distillation

IEEE International Conference on Computers, Software, and Applications (COMPSAC), July 2024

Chi-Yu Chiu, Ding-Yong Hong, Pangfeng Liu and Jan-Jan Wu

Tyng-Luh Liu

Contrastive Learning for DeepFake Classification and Localization via Multi-Label Ranking

IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), June 2024

Cheng-Yao Hong, Yen-Chi Hsu and Tyng-Luh Liu

Hsin-Min Wang

A Study on Incorporating Whisper for Robust Speech Assessment

IEEE International Conference on Multimedia and Expo (ICME), July 2024

Ryandhimas E. Zezario, Yu-Wen Chen, Szu-Wei Fu, Yu Tsao, Hsin-Min Wang, and Chiou-Shann Fuh

Wei-Yun Ma

Generating Attractive and Authentic Copywriting from Customer Reviews

NAACL 2024, June 2024

Yu-Xiang Lin, Wei-Yun Ma

Wei-Yun Ma

Plug-in Language Model: Controlling Text Generation with a Simple Regression Model

NAACL 2024, June 2024

Nai-Chi Yang, Wei-Yun Ma, Pu-Jen Cheng

Wei-Yun Ma
Chung-Yen Lin

Decoding the genome of bloodsucking midge Forcipomyia taiwana (diptera: Ceratopogonidae): Insights into odorant receptor expansion

Insect Biochemistry and Molecular Biology, May 2024

Ming-Der Lin, Chia-Hsien Chuang, Chih-Hsin Kao, Shu-Hwa Chen, Szu-Chieh Wang, Ping-Heng Hsieh, Guan-Yu Chen, Chun-Chia Mao, Jeng-Yi Li, Mei-Yeh Jade Lu, Chung-Yen Lin

Yuan-Hao Chang

DTC: A Drift-Tolerant Coding to Improve the Performance and Energy Efficiency of Multi-Level-Cell Phase-Change Memory

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems , October 2023

Yi-Shen Chen, Yuan-Hao Chang, and Tei-Wei Kuo

Yuan-Hao Chang

TRAIN: A Reinforcement Learning Based Timing-Aware Neural Inference on Intermittent Systems

ACM/IEEE International Conference on Computer-Aided Design (ICCAD), October 2023

Shu-Ting Cheng, Wen Sheng Lim, Chia-Heng Tu and Yuan-Hao Chang

Hsin-Min Wang

Multi-Task Pseudo-Label Learning for Non-Intrusive Speech Quality Assessment Model

IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP2024), April 2024

Ryandhimas Zezario, Bo-Ren Brian Bai, Chiou-Shann Fuh, Hsin-Min Wang, and Yu Tsao

Lun-Wei Ku

Is Explanation the Cure? Misinformation Mitigation in the Short-term and Long-term

in Proceedings of The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), December 2023

Yi-Li Hsu, Shih-Chieh Dai, Aiping Xiong, Lun-Wei Ku

Lun-Wei Ku

LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis

in Proceedings of The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), December 2023

Shih-Chieh Dai, Aiping Xiong, Lun-Wei Ku

Lun-Wei Ku

Location-Aware Visual Question Generation with Lightweight Models

in Proceedings of The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), December 2023

Nicholas Collin Suwono, Justin Chen, Tun Min Hung, Ting-Hao Kenneth Huang, I-Bin Liao, Yung-Hui Li, Lun-Wei Ku, Shao-Hua Sun

Liang-Ting Chen

A formal treatment of bidirectional typing

33rd European Symposium on Programming (ESOP 2024), April 2024

Chen, Liang-Ting and Ko, Hsiang-Shang

TI-RONG WU

Game Solving with Online Fine-Tuning

The Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS), December 2023

Ti-Rong Wu, Hung Guei, Ting Han Wei, Chung-Chin Shih, Jui-Te Chin, I-Chen Wu

Jan-Jan Wu

Exploiting Fine-Grained Structured Pruning for Efficient Inference on CNN Model

IEEE International Conference on Parallel and Distributed Systems, December 2023

Cheng-Hung Wu, Ding-Yong Hong, Pangfeng Liu and Jan-Jan Wu

Hsin-Min Wang

LC4SV: A Denoising Framework Learning to Compensate for Unseen Speaker Verification Models

IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU 2023), December 2023

Chi-Chang Lee, Hong-Wei Chen, Chu-Song Chen, Hsin-Min Wang, Tsung-Te Liu, and Yu Tsao

Hsin-Min Wang

The VoiceMOS Challenge 2023: Zero-shot Subjective Speech Quality Prediction for Multiple Domains

IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU 2023), December 2023

Erica Cooper, Wen-Chin Huang, Yu Tsao, Hsin-Min Wang, Tomoki Toda, and Junichi Yamagishi

Hsin-Min Wang

Audio-Visual Mandarin Electrolaryngeal Speech Voice Conversion

Interspeech2023, August 2023

Yung-Lun Chien, Hsin-Hao Chen, Ming-Chi Yen, Shu-Wei Tsai, Hsin-Min Wang, Yu Tsao, and Tai-Shih Chi

Hsin-Min Wang

A Training and Inference Strategy Using Noisy and Enhanced Speech as Target for Speech Enhancement without Clean Speech

Interspeech2023, August 2023

Li-Wei Chen, Yao-Fei Cheng, Hung-Shin Lee, Yu Tsao, and Hsin-Min Wang

Academic Activities

23
May
Today

Distinguished Lecture Series

[DLS2024-1]Learning classifiers from concept drifting and imbalanced data streams (Delivered in English)

LecturerDr. Jerzy Maciej Stefanowski, Poznań University of Technology, Poland

Time2024-05-23 (Thu.) 10:00 ~ 12:00

LocationAuditorium106 at IIS new Building

Video
30
May

Seminar

聽覺的未來:促進學界與業界合作,共創美感新經驗

LecturerMr. Howie Yu, Audible Things

Time2024-05-30 (Thu.) 10:30 ~ 12:30

LocationAuditorium106 at IIS new Building