Thanawat Lodkaew (Sky)

ロードケオ　タナワット (スカイ) / ธนวัฒน์ หลอดแก้ว (สกาย)
Contact: lodkaew [at] ms.k.u-tokyo [dot] ac [dot] jp

About

Hello! I’m Thanawat or Sky. I’m a PhD student at the University of Tokyo under the supervision of Prof. Masashi Sugiyama. I’m also working closely with Prof. Takashi Ishida.

I’m interested in different topics in machine learning, especially learning under distribution shift, weakly supervised learning, and language modeling.

Publications

Conference Papers

1. Hybrid Loss for Improving Classification Performance with Unbalanced Data Thanawat Lodkaew, and Kitsuchart Pasupa International Conference on Neural Information Processing (ICONIP), 2020
[link] [code]
2. A New Approach to Automatic Heat Detection of Cattle in Video Kitsuchart Pasupa, and Thanawat Lodkaew International Conference on Neural Information Processing (ICONIP), 2019
[link]
3. Fashion Finder: A System for Locating Online Stores on Instagram from Product Images Thanawat Lodkaew, Weeruhputt Supsohmboon, Kitsuchart Pasupa, and Chu Kiong Loo International Conference on Information Technology and Electrical Engineering (ICITEE), 2018
[link] [video]

Journal Papers

1. CowXNet: An Automated Cow Estrus Detection System Thanawat Lodkaew, Kitsuchart Pasupa, and Chu Kiong Loo Expert Systems with Applications, 2022
[link] [video] [code]
2. Visual Goal Human-Robot Communication Framework with Few-Shot Learning: A Case Study in Robot Waiter System Guntitat Sawadwuthikul, Tanyatep Tothong, Thanawat Lodkaew, Puchong Soisudarat, Sarana Nutanong, Poramate Manoonpong, and Nat Dilokthanakul IEEE Transactions on Industrial Informatics, 2021
[link]
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