Fri, May 28 AM Intelligent Service Application Chair: Fuyuki Ishikawa (国立情報学研究所) 09:30 - 11:45 |
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09:30-09:40 |
Opening Message (UoA, MLSE) ( 10 min. ) |
(1) |
09:40-10:05 |
Personal and Intuitive Indoor Navigation System based on Digital Twin |
Toru Kobayashi, Yoshifumi Onimaru, Kazuki Fukae, Tetsuo Imai, Kenichi Arai (Nagasaki Univ.), Eisuke Nakazawa, Tomohito Suzuki (DENSO WAVE Inc.) |
(2) |
10:05-10:30 |
Home Evacuee Support: Study of System to Support Home Evacuee by Voice Conversation AI |
Yoji Ozawa, Yusuke Arai, Elserafy Hatem, Jayesh Guntupalli, Chaudhari Pritam Jaywant, Darshan Dharmendra Chawda (Hitachi) |
(3) |
10:30-10:55 |
Service Authentication Proxy for Accelerating API Development |
Rina Ueno, Nariyuki Saito, Hiroshi Nasu, Yu Nakata (Hitachi) |
(4) |
10:55-11:20 |
Ontology and Rule for Repository to Share Knowledge of Deep Learning Architectures |
Incheon Paik (UoA) |
(5) |
11:20-11:45 |
Application of representation learning techniques to reinforcement learning problems with non-image states |
Shunichi Akatsuka, Susumu Serita, Toshihiro Kujirai (Hitachi) |
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11:45-13:15 |
Lunch Break ( 90 min. ) |
Fri, May 28 PM Invited Lecture Chair: Shinji Kikuchi (NIMS) 13:15 - 14:15 |
(6) |
13:15-14:15 |
Invited Lecture:
On realizing an independent and decentralized society through Smart City.
- Digital Innovation led by citizens and communities -
Mr. Shojiro Nakamura
Managing Director – Accenture Innovation Center Fukushima Center Co-Lead |
|
14:15-14:25 |
Break ( 10 min. ) |
Fri, May 28 PM Machine Learning Application Chair: Masahide Nakamura (Kobe Univ.) 14:25 - 16:05 |
(7) |
14:25-14:50 |
ML Model Management Technology for ML-based IT Operations
-- MLOps for ML-based IT Operations -- |
Yasutaka Kono (Hitachi) |
(8) |
14:50-15:15 |
Considerations for preventing interference in autonomous operation programs |
Masayuki Kakida (Hitachi) |
(9) |
15:15-15:40 |
Local-location and short-term solar power forecast system for marine environment observation devices |
Tetsuo Imai (Hiroshima City Univ.), Satoshi Ichimaru, Kenichi Arai, Toru Kobayashi (Nagasaki Univ.) |
(10) |
15:40-16:05 |
Accuracy improvement technology on event classification utilizing machine learning in IT operation |
Taku Okamura, Takashi Tameshige (Hitachi) |
|
16:05-16:15 |
Break ( 10 min. ) |
Fri, May 28 PM Lightening Talk, Poster Presenation Chair: Kosaku Kimura (Fujitsu Co.) 16:15 - 18:25 |
(11) |
16:15-16:17 |
[Poster Presentation]
Improving Machine Translation using Sentence Augmentation by GPT-2 |
Ranto Sawai, Incheon Paik (UoA) |
(12) |
16:17-16:19 |
[Poster Presentation]
Classification Performance of Special Domain Twitter Message with Deep Learning Word Embeddings |
Ryoya Ito, Incheon Paik (UoA) |
(13) |
16:19-16:21 |
[Poster Presentation]
Comparison of Word Representation Methods for Sentiment Classification with Twitter Data |
Takahiro Yamauchi, Incheon Paik, Cherubin Mugisha (UoA) |
(14) |
16:21-16:23 |
[Poster Presentation]
Improving Code Generation with Code Graph based on Ontology |
Jun-Wei Wang, Incheon Paik (UoA) |
(15) |
16:23-16:25 |
[Poster Presentation]
Comparison of Pre-trained Neural Language modeling pipelines for patient?s outcome prediction from medical text notes. |
Cherubin Mugisha, Incheon Paik (UoA) |
(16) |
16:25-16:27 |
[Poster Presentation]
Generation of New Question and Answer using Extracted Ontology and Neural Language Model from SQuAD Data Set |
Ayato Kuwana, Paik Incheon (UoA) |
(17) |
16:27-16:29 |
[Poster Presentation]
Evaluation of Few-Shot Learning for Adaptive Classification of GAN-Generated Images |
Kohei Watanabe, Kungan Zeng, Incheon Paik (UoA) |
(18) |
16:29-16:31 |
[Poster Presentation]
Dynamic Service Recommendation in Edge Computing by Lightweight BERT-based Service Embedding |
Kungan Zeng, Incheon Paik (UoA) |
(19) |
16:31-16:33 |
[Poster Presentation]
Multi-modal Neural Style Transfer |
Nguyen Quang Tuyen (UoA), Dinh Quang Vinh (VGU), Incheon Paik (UoA) |
(20) |
16:35-17:20 |
Parallel Poster Session (By Discord)
- Discord Address for the Session:
https://discord.gg/ZZYujzaZny
* Parallel Session - First Half (16:35 - 17:00)
- Improving Machine Translation using Sentence Augmentation by GPT-2 ○Ranto Sawai・Incheon Paik(UoA)
- Classification Performance of Special Domain Twitter Message with Deep Learning Word Embeddings Ryoya Ito・○Incheon Paik(UoA)
- Comparison of Word Representation Methods for Sentiment Classification with Twitter Data Takahiro Yamauchi・Incheon Paik・○Cherubin Mugisha(UoA)
- Improving Code Generation with Code Graph based on Ontology ○Jun-Wei Wang・Incheon Paik(UoA)
- Evaluation of Few-Shot Learning for Adaptive Classification of GAN-Generated Images Kohei Watanabe・○Kungan Zeng・Incheon Paik(UoA)
* Parallel Session - Second Half (17:00 - 17:20)
- Comparison of Pre-trained Neural Language modeling pipelines for patient's outcome prediction from medical text notes. ○Cherubin Mugisha・Incheon Paik(UoA)
- SQuADデータセットから抽出したオントロジーとニューラル言語モデルを用いた新しい質問と回答の生成 ○桑名絢士・白 寅天(会津大)
- Dynamic Service Recommendation in Edge Computing by Lightweight BERT-based Service Embedding ○Kungan Zeng・Incheon Paik(UoA)
- Multi-modal Neural Style Transfer ○Nguyen Quang Tuyen(UoA)・Dinh Quang Vinh(VGU)・Incheon Paik(UoA) |
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17:20-17:25 |
Closing Address ( 5 min. ) |
(21) |
17:25-18:25 |
Online Dinner Party |