● JP / 日本語
Sorry, currently all written in Japanese.
Master Theses
Kumaki, Ryotaro: Computational efficiency Optimization of Unsupervised Anomaly Detection for Industrial Image Inspection
Goto, Yu: Enhancing Economic Nowcasting Accuracy with Textual Information
Sakuraba, Hayato: A Controllable Image Captioning Model with Description Difficulty Control
Takemoto, Kosuke: Improving Garment Fidelity in Virtual Try-On
Li, Yueran: A Study of an RT-DETR-Based Traffic Sign Detection Algorithm
Bachelor Theses
Hirata, Rimi: Action Planning for Highly Abstract Instructions Using Vision Language Models
Inoue, Sayako: Development of a Multi-modal Model for Heart Failure Status Prediction Using Facial-Image and Voice Data
Osawa, Yuki: Text Generation Using Function-Word Completion to Support Hearing-Impaired Individuals
Kikuchi, Mikuri: An Analysis of the Basis for Readability Assessment Using Deep Learning
Kobayashi, Keita: Development of a Highly Flexible Web Scraping Method Using AI Agents
Hamaguchi, Takuma: Advanced Stock Price Analysis Using AI Agents
Hori, Ami: A Comparative Study on Loss Functions for Deep Learning-based Precipitation Forecasting
Master Theses
Aikawa, Yuya: Building and Explaining Multi-modal Deep Learning Models for Predicting Likes in Online Flea Markets
Asao, Yuhei: Automatic Evaluation of Integrated Reports on the Basis of the Perspectives of Institutional Investors
Katayama, Kengo: Positive-Unlabeled Learning for Detection of Anomalous Sounds in Machinery
Mashiko, Ren: Web-Content Generation Using LLMs Aligned with Human Preferences
Yahata, Mitsuki: Development of the Yokohama Traffic Accident Risk Map Based on Deep Learning
Bachelor Theses
Tokumi, Natsune: Motion Analysis and Classification of Stand-Up Paddleboarding Movements Using Pose Estimation Models
Yamamoto, Sayaka: On Applying LLMs to Chat-based Counseling for Individuals Facing "Life Difficulties"
Ozawa, Shigeki: A Comprehensive Evaluation of the Reliability of Speaker Verification Technology for Forensic Applications
Nakamura, Riko: Linguistic Analysis of Speech an Age Estimation Model Based on Deep Learning
Fujimoto, Ryuta: Development of data augmentation method for deepfake video detection
Yasuda, Kaede: An Improved System for Fashion Recommendation Targeted at EC Businesses
Master Theses
Kobayashi, Yoshiyuki: Prediction and Analysis of Responses to Internet Bulletin Board Postings.
Kohiyama, Sho: A Study on the Learning Process of Cross-modal Generalization Ability in Pre-trained Transformer Models.
Bachelor Theses
Takemoto, Kosuke: Virtual Try-On with Implicit Warping and Classifier Guidance Using Keypoints.
🏆Best Bachelor Thesis Award of the School of Data Science
Noda, Tatsuya: Estimating the Probability of Winning in Pokémon Battle.
Michigami, Tatsuki: Structural Analysis of YouTube Live Using Chat Data.
Morita, Kento: Talent versus Luck Modified: A Study Using Multi-agent Simulation and Reinforcement Learning.
Yoshida, Daiki: Audio-Text Multimodal Speaker Diarization.
Bachelor Theses
Udo, Honori: Accuracy Improvement of Disaster Image Classification by Using Image Captioning Models.
Shimoju, Yuria: Evaluating and Mitigating Biases in Facial Expression Recognition.
Takehana, Keito: Evaluation of Robustness against Adversarial Attacks for Classification of Acoustic Scenes from Multiple Sources.
Hiroki, Misaki: Revisiting Word Importance Measures in Natural Language Processing.
Mashiko, Ren: Response Generation to Low Rated Reviews Combined with Sentiment Analysis.
🏆Outstanding Bachelor Thesis Award of the School of Data Science
Yanazawa, Itoshi: High-quality Colorization of Historical Photographs Using Diffusion Models and Its Quality Evaluation.
Bachelor Theses
Kobayashi, Yoshiyuki: Analysis of Consumers' Feedback on a Japanese EC Site Focusing on the Relation between Review Text and Rating.
Muramatsu, Atsushi: Text Authorship Identification Using Attentive Deep Neural Networks.