Asaki Kataoka

Profile

Name: Asaki Kataoka

Master of Arts

Nationality: Japan

Age: 26

Affiliations

Publications & Presentations

Articles

Dynamical Mechanism of Sampling-based Probabilistic Inference Under Probabilistic Population Codes
Neural Computation, Vol. 34, Issue 3. (2022)
Kohei Ichikawa, Asaki Kataoka

Data Augmentation for Lyrics Emotion Estimation
ASM Science Journal, Vol. 13, Special Issue for CIIDT 2018 (2020)
Asaki Kataoka, Manabu Sasayama, and Kazuyuki Matsumoto

Preprints

Dynamical Mechanism of Sampling-based Stochastic Inference Under Probabilistic Population Codes
arXiv; 2106.05591 (2021)
Kohei Ichikawa, Asaki Kataoka
→ Published in Neural Computation

International Conferences

[Online] Simulation of Colour Development in Artificial Neural Networks
2nd Grant Meeting of Qualia Structure Project (KAKENHI Transformative Research Areas) (2022)
Asaki Kataoka

[Poster/Online] Novel Concept Learning after Unsupervised Representation Learning
2nd Grant Meeting of Qualia Structure Project (KAKENHI Transformative Research Areas) (2022)
Asaki Kataoka, Masafumi Oizumi

[Oral] Data Augmentation for Lyrics Emotion Estimation
CIIDT 2018 (2018)
Asaki Kataoka, Manabu Sasayama, and Kazuyuki Matsumoto

Intranational Conferences

[Oral] Emergent color categories through predictive learning
34th annual conference of the Japanese Neural Network Society (2024)
Asaki Kataoka, (Nipun Ravindu Wickramanayaka, ) Masafumi Oizumi
※ N.R. Wickramanayaka did not appear in the author list of the submitted manuscript, but contributed to the post-submission analyses.

[Poster] Novel Concept Learning in Latent SpaceObtained Through Unsupervised Learning
NEURO2022; 32nd annual conference of the Japanese Neural Network Society (2022)
Asaki Kataoka, Yoshihiro Nagano, Masafumi Oizumi

[Poster/Online] 色のカテゴリカルな神経表現の獲得
31st annual conference of the Japanese Neural Network Society (2021)
片岡 麻輝 and 大泉 匡史

[Oral/Online] 色恒常性を獲得したCNNの内部特徴表現に関する研究
日本色彩学会視覚情報基礎研究会 (2021)
片岡 麻輝, 矢田 紀子, and 眞鍋 佳嗣

[Poster/Online] 神経ネットワークにおける確率的推論のメカニズム
30th annual conference of the Japanese Neural Network Society (2020)
市川 航平 and 片岡 麻輝

[Oral/Online] バッチノーマライゼーションを含む順伝播型CNNにおける色恒常性の解析
映像情報メディア学会 年次大会 (2020)
片岡 麻輝, 矢田 紀子, and 眞鍋 佳嗣

[Oral] 歌詞感情コーパスの拡張についての検討
人工知能学会 SIG-SLUD 第82回 (2018)
片岡 麻輝, 篠山 学, and 松本 和幸

Patents

テキスト動画分類モデルを用いた事象判定方法、判定装置、及び判定プログラム
Inventors: Makito Kobayashi, Yuta Miyaji, Asaki Kataoka, Shizuma Kubo
Holder: ACES, Inc.
JP-2023-110348

History

Educational / Academic

Industrial

Awards