Futa Waseda

According to our database, Futa Waseda authored at least 15 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships.

Futa Waseda, Antonio Tejero-de-Pablos, Isao Echizen

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

Read or Ignore? A Unified Benchmark for Typographic-Attack Robustness and Text Recognition in Vision-Language Models.

Futa Waseda, Shojiro Yamabe, Daiki Shiono, Kento Sasaki, Tsubasa Takahashi

CoRR, December, 2025

Text-Printed Image: Bridging the Image-Text Modality Gap for Text-centric Training of Large Vision-Language Models.

Shojiro Yamabe, Futa Waseda, Daiki Shiono, Tsubasa Takahashi

CoRR, December, 2025

Understanding Sensitivity of Differential Attention through the Lens of Adversarial Robustness.

Tsubasa Takahashi, Shojiro Yamabe, Futa Waseda, Kento Sasaki

CoRR, October, 2025

Quality Text, Robust Vision: The Role of Language in Enhancing Visual Robustness of Vision-Language Models.

Futa Waseda, Saku Sugawara, Isao Echizen

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off.

Futa Kai Waseda, Ching-Chun Chang, Isao Echizen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Allegory of the Cave: Breakdown of Illusions in Multimodal Perception with Neural Radiance Fields.

Axel Päivänsalo, Ching-Chun Chang, Hanrui Wang, Futa Waseda, Isao Echizen

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2025

Uncolorable Examples: Preventing Unauthorized AI Colorization via Perception-Aware Chroma-Restrictive Perturbation.

Yuki Nii, Futa Waseda, Ching-Chun Chang, Isao Echizen

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2025

MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models.

Shojiro Yamabe, Futa Kai Waseda, Tsubasa Takahashi, Koki Wataoka

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

MergePrint: Robust Fingerprinting against Merging Large Language Models.

Shojiro Yamabe, Tsubasa Takahashi, Futa Waseda, Koki Wataoka

CoRR, 2024

Leveraging Many-To-Many Relationships for Defending Against Visual-Language Adversarial Attacks.

Futa Waseda, Antonio Tejero-de-Pablos

CoRR, 2024

Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off.

Futa Waseda, Isao Echizen

CoRR, 2024

Defending Against Physical Adversarial Patch attacks On Infrared Human Detection.

Lukas Strack, Futa Waseda, Huy H. Nguyen, Yinqiang Zheng, Isao Echizen

Proceedings of the IEEE International Conference on Image Processing, 2024

2023

Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently.

Futa Waseda, Sosuke Nishikawa, Trung-Nghia Le, Huy H. Nguyen, Isao Echizen

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Beyond In-Domain Scenarios: Robust Density-Aware Calibration.

Christian Tomani, Futa Kai Waseda, Yuesong Shen, Daniel Cremers

Proceedings of the International Conference on Machine Learning, 2023