Ryotaro Shimizu

36 papers A* 4A 2Journal 27Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimizing pre-training for multi-label classification via generalized target-aware source data selection. Neurocomputing Kanyu Miyoshi, Ryotaro Shimizu, Linxin Song, Masayuki Goto
2026	J	`jnl`	Reference-Free Image Quality Assessment for Virtual Try-On via Human Feedback. CoRR Yuki Hirakawa, Takashi Wada, Ryotaro Shimizu, Takuya Furusawa, Yuki Saito, Ryosuke Araki, Tianwei Chen, Fan Mo, Yoshimitsu Aoki
2025	A	`conf`	Attributed Synthetic Data Generation for Zero-shot Domain-specific Image Classification. ICME Shijian Wang, Linxin Song, Ryotaro Shimizu, Masayuki Goto, Hanqian Wu
2025	J	`jnl`	Attributed Synthetic Data Generation for Zero-shot Domain-specific Image Classification. CoRR Shijian Wang, Linxin Song, Ryotaro Shimizu, Masayuki Goto, Hanqian Wu
2025	J	`jnl`	DisTaC: Conditioning Task Vectors via Distillation for Robust Model Merging. CoRR Kotaro Yoshida, Yuji Naraki, Takafumi Horie, Ryotaro Shimizu, Hiroki Naganuma
2025	J	`jnl`	Discovering Knowledge Deficiencies of Language Models on Massive Knowledge Base. CoRR Linxin Song, Xuwei Ding, Jieyu Zhang, Taiwei Shi, Ryotaro Shimizu, Rahul Gupta, Yang Liu, Jian Kang, Jieyu Zhao
2025	A*	`conf`	Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation. WWW Ryotaro Shimizu, Takashi Wada, Yu Wang, Johannes Kruse, Sean O'Brien, Sai Htaung Kham, Linxin Song, Yuya Yoshikawa, Yuki Saito, Fugee Tsung, Masayuki Goto, Julian J. McAuley
2025	A*	`conf`	Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property. IJCAI Yuya Yoshikawa, Masanari Kimura, Ryotaro Shimizu, Yuki Saito
2025	—	`conf`	Fashionability-Enhancing Outfit Image Editing with Conditional Diffusion Models. WACV (Workshops) Qice Qin, Yuki Hirakawa, Ryotaro Shimizu, Takuya Furusawa, Edgar Simo-Serra
2025	J	`jnl`	Generating realistic synthetic tabular data with integrated LLM and diffusion models. Neurocomputing Tokimasa Isomura, Ryotaro Shimizu, Masayuki Goto
2025	J	`jnl`	LLMOverTab: Tabular data augmentation with language model-driven oversampling. Expert Syst. Appl. Tokimasa Isomura, Ryotaro Shimizu, Masayuki Goto
2025	J	`jnl`	Masked Language Prompting for Generative Data Augmentation in Few-shot Fashion Style Recognition. CoRR Yuki Hirakawa, Ryotaro Shimizu
2025	A*	`conf`	Mastering Task Arithmetic: τJp as a Key Indicator for Weight Disentanglement. ICLR Kotaro Yoshida, Yuji Naraki, Takafumi Horie, Ryosuke Yamaki, Ryotaro Shimizu, Yuki Saito, Julian J. McAuley, Hiroki Naganuma
2025	A	`conf`	Normative Alignment of Recommender Systems via Internal Label Shift. RecSys Johannes Kruse, Kasper Lindskow, Michael Riis Andersen, Ryotaro Shimizu, Julian J. McAuley, Pierre-Alexandre Mattei, Jes Frellsen
2025	J	`jnl`	On Fairness of Task Arithmetic: The Role of Task Vectors. CoRR Hiroki Naganuma, Kotaro Yoshida, Laura Gomezjurado Gonzalez, Takafumi Horie, Yuji Naraki, Ryotaro Shimizu
2025	J	`jnl`	Optimizing pre-training via target-aware source data selection. Knowl. Based Syst. Kanyu Miyoshi, Ryotaro Shimizu, Linxin Song, Masayuki Goto
2025	J	`jnl`	Sparse attention is all you need for pre-training on tabular data. Neural Comput. Appl. Tokimasa Isomura, Ryotaro Shimizu, Masayuki Goto
2025	A*	`conf`	Static Word Embeddings for Sentence Semantic Representation. EMNLP Takashi Wada, Yuki Hirakawa, Ryotaro Shimizu, Takahiro Kawashima, Yuki Saito
2025	J	`jnl`	Static Word Embeddings for Sentence Semantic Representation. CoRR Takashi Wada, Yuki Hirakawa, Ryotaro Shimizu, Takahiro Kawashima, Yuki Saito
2025	J	`jnl`	Transferring Visual Explainability of Self-Explaining Models through Task Arithmetic. CoRR Yuya Yoshikawa, Ryotaro Shimizu, Takahiro Kawashima, Yuki Saito
2025	J	`jnl`	Vision and Language Reference Prompt into SAM for Few-shot Segmentation. CoRR Kosuke Sakurai, Ryotaro Shimizu, Masayuki Goto
2024	J	`jnl`	A Fashion Item Recommendation Model in Hyperbolic Space. CoRR Ryotaro Shimizu, Yu Wang, Masanari Kimura, Yuki Hirakawa, Takashi Wada, Yuki Saito, Julian J. McAuley
2024	—	`conf`	An Empirical Analysis of GPT-4V's Performance on Fashion Aesthetic Evaluation. SIGGRAPH Asia Technical Communications Yuki Hirakawa, Takashi Wada, Kazuya Morishita, Ryotaro Shimizu, Takuya Furusawa, Sai Htaung Kham, Yuki Saito
2024	J	`jnl`	An Empirical Analysis of GPT-4V's Performance on Fashion Aesthetic Evaluation. CoRR Yuki Hirakawa, Takashi Wada, Kazuya Morishita, Ryotaro Shimizu, Takuya Furusawa, Sai Htaung Kham, Yuki Saito
2024	J	`jnl`	Disentangling Likes and Dislikes in Personalized Generative Explainable Recommendation. CoRR Ryotaro Shimizu, Takashi Wada, Yu Wang, Johannes Kruse, Sean O'Brien, Sai Htaung Kham, Linxin Song, Yuya Yoshikawa, Yuki Saito, Fugee Tsung, Masayuki Goto, Julian J. McAuley
2024	J	`jnl`	Explaining Black-box Model Predictions via Two-level Nested Feature Attributions with Consistency Property. CoRR Yuya Yoshikawa, Masanari Kimura, Ryotaro Shimizu, Yuki Saito
2024	J	`jnl`	Fashionability-Enhancing Outfit Image Editing with Conditional Diffusion Models. CoRR Qice Qin, Yuki Hirakawa, Ryotaro Shimizu, Takuya Furusawa, Edgar Simo-Serra
2024	J	`jnl`	LARE: Latent Augmentation using Regional Embedding with Vision-Language Model. CoRR Kosuke Sakurai, Tatsuya Ishii, Ryotaro Shimizu, Linxin Song, Masayuki Goto
2024	J	`jnl`	On permutation-invariant neural networks. CoRR Masanari Kimura, Ryotaro Shimizu, Yuki Hirakawa, Ryosuke Goto, Yuki Saito
2024	J	`jnl`	Template Matters: Understanding the Role of Instruction Templates in Multimodal Language Model Evaluation and Training. CoRR Shijian Wang, Linxin Song, Jieyu Zhang, Ryotaro Shimizu, Ao Luo, Li Yao, Cunjian Chen, Julian J. McAuley, Hanqian Wu
2023	J	`jnl`	Fashion intelligence system: An outfit interpretation utilizing images and rich abstract tags. Expert Syst. Appl. Ryotaro Shimizu, Yuki Saito, Megumi Matsutani, Masayuki Goto
2023	—	`conf`	Fashion-Specific Ambiguous Expression Interpretation with Partial Visual-Semantic Embedding. CVPR Workshops Ryotaro Shimizu, Takuma Nakamura, Masayuki Goto
2023	J	`jnl`	Partial visual-semantic embedding: Fine-grained outfit image representation with massive volumes of tags via angular-based contrastive learning. Knowl. Based Syst. Ryotaro Shimizu, Takuma Nakamura, Masayuki Goto
2022	J	`jnl`	An explainable recommendation framework based on an improved knowledge graph attention network with massive volumes of side information. Knowl. Based Syst. Ryotaro Shimizu, Megumi Matsutani, Masayuki Goto
2022	J	`jnl`	Fashion-Specific Attributes Interpretation via Dual Gaussian Visual-Semantic Embedding. CoRR Ryotaro Shimizu, Masanari Kimura, Masayuki Goto
2022	J	`jnl`	Partial Visual-Semantic Embedding: Fashion Intelligence System with Sensitive Part-by-Part Learning. CoRR Ryotaro Shimizu, Takuma Nakamura, Masayuki Goto