每年研究成果
每年研究成果
個人檔案
學歷
國立交通大學 電子研究所 博士
研究專長
深度學習模型量化/壓縮/應用、數位訊號處理、軟硬體整合設計
指紋
查看啟用 Chia-Chi Tsai 的研究主題。這些主題標籤來自此人的作品。共同形成了獨特的指紋。
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過去五年中的合作和熱門研究領域
國家/地區層面的近期外部共同作業。按一下圓點深入探索詳細資料，或
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Channel-Wise Pruning via Learn Gates&BN for Object Detection Tasks
Chen, M. X., Chen, P. H. & Tsai, C. C., 2024, Genetic and Evolutionary Computing - Proceedings of the Fifteenth International Conference on Genetic and Evolutionary Computing, 2023. Pan, J-S., Pan, Z., Hu, P. & Lin, J. C-W. (編輯). Springer Science and Business Media Deutschland GmbH, p. 238-249 12 p. (Lecture Notes in Electrical Engineering; 卷 1114 LNEE).研究成果: Conference contribution
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A Hardware-friendly Quantization and Model Fine Tuning with STEBC for Object Detection
Tsai, C. C., 2023, 2023 IEEE 66th International Midwest Symposium on Circuits and Systems, MWSCAS 2023. Institute of Electrical and Electronics Engineers Inc., p. 1040-1044 5 p. (Midwest Symposium on Circuits and Systems).研究成果: Conference contribution
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Summary of the 2023 Low-Power Deep Learning Object Detection and Semantic Segmentation Multitask Model Compression Competition for Traffic Scene in Asian Countries
Ni, Y. S., Tsai, C. C., Chen, C. C., Kuo, H. K., Chen, P. Y., Hu, P. C., Kuo, T. T., Hwang, J. N. & Guo, J. I., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2023. Institute of Electrical and Electronics Engineers Inc., p. 34-39 6 p. (Proceedings - 2023 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2023).研究成果: Conference contribution
2 引文 斯高帕斯（Scopus） -
Summary of the 2023 PAIR-LITEON Competition: Embedded AI Object Detection Model Design Contest on Fish-eye Around-view Cameras
Ni, Y. S., Tsai, C. C., Jyun-Syu, L., Hsien-Po, M., Hu, P. C., Chen, J. S., Lin, K. H., Chuang, C. Y. & Guo, J. I., 2023 12月 6, Proceedings of the 5th ACM International Conference on Multimedia in Asia, MMAsia 2023. Association for Computing Machinery, Inc, 113. (Proceedings of the 5th ACM International Conference on Multimedia in Asia, MMAsia 2023).研究成果: Conference contribution
開啟存取1 引文 斯高帕斯（Scopus） -
IVS-Caffe - Hardware-Oriented Neural Network Model Development
Tsai, C. C. & Guo, J. I., 2022 10月 1, 於: IEEE Transactions on Neural Networks and Learning Systems. 33, 10, p. 5978-5992 15 p.研究成果: Article › 同行評審
2 引文 斯高帕斯（Scopus）