Publications

Futa Waseda, Shojiro Yamabe, Daiki Shiono, Kento Sasaki, Tsubasa Takahashi (2026). Read or Ignore? A Unified Benchmark for Typographic-Attack Robustness and Text Recognition in Vision-Language Models. ECCV 2026.

Shojiro Yamabe, Futa Waseda, Daiki Shiono, Tsubasa Takahashi (2026). Text-Printed Image: Bridging the Image-Text Modality Gap for Text-centric Training of Large Vision-Language Models. CVPR 2026.

Tsubasa Takahashi, Shojiro Yamabe, Futa Waseda, Kento Sasaki (2026). Understanding Sensitivity of Differential Attention through the Lens of Adversarial Robustness. ICLR 2026.

Futa Waseda, Antonio Tejero-de-Pablos, Isao Echizen (2026). Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships. WACV 2026.

Yuki Nii, Futa Waseda, Ching-Chun Chang, Isao Echizen (2025). Uncolorable Examples: Preventing Unauthorized AI Colorization via Perception-Aware Chroma-Restrictive Perturbation. APSIPA ASC 2025.

Futa Waseda, Saku Sugawara, Isao Echizen (2025). Quality Text, Robust Vision: The Role of Language in Enhancing Visual Robustness of Vision-Language Models. ACMMM 2025.

Shojiro Yamabe, Futa Waseda, Tsubasa Takahashi, Koki Wataoka (2025). MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models. ACL 2025 Main.

Futa Waseda, Ching-Chun Chang, Isao Echizen (2025). Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off. ICLR 2025.

Lukas Strack, Futa Waseda, Huy H. Nguyen, Yinqiang Zheng, Isao Echizen (2024). Defending Against Physical Adversarial Patch Attacks on Infrared Human Detection. ICIP 2024.

Christian Tomani, Futa Waseda, Yuesong Shen, Daniel Cremers (2023). Beyond In-Domain Scenarios: Robust Density-Aware Calibration. ICML 2023.

Futa Waseda, Sosuke Nishikawa, Trung-Nghia Le, Huy H. Nguyen, Isao Echizen (2023). Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently. WACV 2023.

Futa Waseda, Kenji Tanaka (2020). Bidding Agent for Electric Vehicles in Peer-to-Peer Electricity Trading Market considering uncertainty. EEEIC 2020.

Tsubasa Sakai, Maiko Kamada, Kento Hori, Futa Waseda (2019). 消費者アンケートを活用した飲食店顧客の多面的理解. DEIM 2019.

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