論文一覧

国際会議論文

  1. 1. Yuki Nii, Futa Waseda, Ching-Chun Chang, Isao Echizen. “Semantic Color Naturalness Breaker: Preventing Illegitimate Colorization via Content-Aware Color Priors”. 2026 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2026), 2026. DOI: https://doi.org/10.48550/arXiv.2607.17610.
  2. 2. Futa Waseda, Shojiro Yamabe, Daiki Shiono, Kento Sasaki, Tsubasa Takahashi. “Read or Ignore? A Unified Benchmark for Typographic-Attack Robustness and Text Recognition in Vision-Language Models”. Proceedings of the European Conference on Computer Vision (ECCV 2026), Lecture Notes in Computer Science, Vol. 17048, pp. 562–580, 2026. DOI: https://doi.org/10.1007/978-3-032-37372-4_31. 1st authorProject pageGitHubHugging Face
  3. 3. Shojiro Yamabe, Futa Waseda, Daiki Shiono, Tsubasa Takahashi. “Text-Printed Image: Bridging the Image-Text Modality Gap for Text-centric Training of Large Vision-Language Models”. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2026), pp. 17270–17281, 2026. DOI: https://doi.org/10.48550/arXiv.2512.03463.
  4. 4. Tsubasa Takahashi, Shojiro Yamabe, Futa Waseda, Kento Sasaki. “Understanding Sensitivity of Differential Attention through the Lens of Adversarial Robustness”. Proceedings of the 14th International Conference on Learning Representations (ICLR 2026), pp. 71952–71970, 2026. URL: https://openreview.net/forum?id=kwy0cKmTm3.
  5. 5. Futa Waseda, Antonio Tejero-de-Pablos, Isao Echizen. “Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationships”. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2026), pp. 6968–6977, 2026. DOI: https://doi.org/10.1109/WACV61042.2026.00673. 1st authorGitHub
  6. 6. Futa Waseda, Saku Sugawara, Isao Echizen. “Quality Text, Robust Vision: The Role of Language in Enhancing Visual Robustness of Vision-Language Models”. Proceedings of the 33rd ACM International Conference on Multimedia (ACM MM 2025), pp. 4808–4816, 2025. DOI: https://doi.org/10.1145/3746027.3755623. 1st authorGitHub
  7. 7. Yuki Nii, Futa Waseda, Ching-Chun Chang, Isao Echizen. “Uncolorable Examples: Preventing Unauthorized AI Colorization via Perception-Aware Chroma-Restrictive Perturbation”. 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2025), pp. 2523–2528, 2025. DOI: https://doi.org/10.1109/APSIPAASC65261.2025.11249222. Best Paper Finalist
  8. 8. Axel Päivänsalo*, Ching-Chun Chang*, Hanrui Wang, Futa Waseda, Isao Echizen. “Allegory of the Cave: Breakdown of Illusions in Multimodal Perception with Neural Radiance Fields”. 2025 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC 2025), Special Session, pp. 2376–2381, 2025. DOI: https://doi.org/10.1109/APSIPAASC65261.2025.11249245. (*Equal contribution.)
  9. 9. Shojiro Yamabe*, Futa Kai Waseda*, Tsubasa Takahashi, Koki Wataoka. “MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models”. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL 2025), Long Papers, Vol. 1, pp. 6894–6916, 2025. DOI: https://doi.org/10.18653/v1/2025.acl-long.342. (*Equal contribution.) 1st author
  10. 10. Futa Waseda, Ching-Chun Chang, Isao Echizen. “Rethinking Invariance Regularization in Adversarial Training to Improve Robustness-Accuracy Trade-off”. Proceedings of the 13th International Conference on Learning Representations (ICLR 2025), pp. 45053–45076, 2025. URL: https://openreview.net/forum?id=M9SKazbVkJ. 1st authorGitHub
  11. 11. Lukas Strack*, Futa Waseda*, Huy H. Nguyen, Yinqiang Zheng, Isao Echizen. “Defending Against Physical Adversarial Patch Attacks on Infrared Human Detection”. 2024 IEEE International Conference on Image Processing (ICIP 2024), pp. 3896–3902, 2024. DOI: https://doi.org/10.1109/ICIP51287.2024.10647435. (*Equal contribution.) 1st author
  12. 12. Christian Tomani*, Futa Kai Waseda*, Yuesong Shen, Daniel Cremers. “Beyond In-Domain Scenarios: Robust Density-Aware Calibration”. Proceedings of the 40th International Conference on Machine Learning (ICML 2023), Proceedings of Machine Learning Research, Vol. 202, pp. 34344–34368, 2023. DOI: https://doi.org/10.48550/arXiv.2302.05118. (*Equal contribution.) 1st authorGitHub
  13. 13. Futa Waseda, Sosuke Nishikawa, Trung-Nghia Le, Huy H. Nguyen, Isao Echizen. “Closer Look at the Transferability of Adversarial Examples: How They Fool Different Models Differently”. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), pp. 1360–1368, 2023. DOI: https://doi.org/10.1109/WACV56688.2023.00141. 1st author
  14. 14. Futa Waseda, Kenji Tanaka. “Bidding Agent for Electric Vehicles in Peer-to-Peer Electricity Trading Market considering uncertainty”. 2020 IEEE International Conference on Environment and Electrical Engineering and 2020 IEEE Industrial and Commercial Power Systems Europe (EEEIC / I&CPS Europe 2020), pp. 1–6, 2020. DOI: https://doi.org/10.1109/EEEIC/ICPSEurope49358.2020.9160846. 1st author

プレプリント

  1. 15. Futa Waseda, Shuhei Kurita, Isao Echizen. “Does Adversarial Training Improve Generalization in Multi-View VLAs? Revealing and Mitigating View Collapse”. arXiv:2609.33707, 2026. 1st author
  2. 16. Bo-Han Kung, Futa Waseda, Ching-Chun Chang, Isao Echizen, Shang-Tse Chen. “AngelFingerprint: A Traceable, Explainable, and White-Box Stealthy Watermark for Text-Guided Image Editing”. arXiv:2609.04709, 2026. DOI: https://doi.org/10.48550/arXiv.2609.04709.
  3. 17. Byeongseo Bok, Futa Waseda, Jun Liu, Isao Echizen. “Rethinking Brain Decoding with CLIP: The Role of Adversarial Robustness”. arXiv:2607.03165, 2026. DOI: https://doi.org/10.48550/arXiv.2607.03165.

国内会議論文

  1. 18. 堀 賢人, 鎌田 麻衣子, 酒井 翼, 早稲田 風太, 坂田 一郎, 浅谷 公威. “消費者アンケートを活用した飲食店顧客の多面的理解”. 第11回データ工学と情報マネジメントに関するフォーラム（DEIM 2019）論文集, pp. 1–8（論文番号 F3-4）, 2019.