数理・データサイエンスセンターでは、「神戸大学CMDS論文セミナー」を開催し、データサイエンスやAI関係の先端的な論文紹介を行います。
後期の論文セミナーは工学研究科とシステム情報学研究科の学生が論文紹介を行います。
どなたでも参加可能ですので、奮ってご参加ください。
※発表資料の共有は学内限定とさせて頂きます。
| No. | 日程 | 論文情報 | 発表者・所属・学年 | 司会者 | 参加者 |
|---|---|---|---|---|---|
| 1 | 2024/10/31(木) | Matan Levi and Aryeh Kontorovich, "Splitting the Difference on Adversarial Training," 33rd USENIX Security Symposium (USENIX Security 24), pp. 3639--3656 (2024) |
辻󠄀田 章貴（工・電気電子、小澤研、M2） | 小澤 (CMDS/工) |
28 |
| 2 | 2024/11/07(木) | Christopher Drovandi, Richard G. Everitt, Andrew Golightly, Dennis Prangle, "Ensemble MCMC: Accelerating Pseudo-Marginal MCMC for State Space Models using the Ensemble Kalman Filter," Bayesian Analysis 17(1): 223-260 (March 2022). DOI: 10.1214/20-BA1251 |
萩本 康心（工・電気電子、大森研、M2） | 大森(工) | 23 |
| 3 | 2024/11/14(木) | F. Shao, Y. Luo, F. Gao, Y. Yang, & J. Xiao, "Knowledge-guided Causal Intervention for Weakly-supervised Object Localization," IEEE Transactions on Knowledge and Data Engineering. (2024) |
三方 宙生（工・電気電子、井上研、M1） | 井上 (工) | 27 |
| 4 | 2024/11/21(木) | William Fedus, Barret Zoph, Noam Shazeer, "Switch transformers: scaling to trillion parameter models with simple and efficient sparsity," The Journal of Machine Learning Research, Vol. 23, Issue 1, pp. 5232-5270 (2022) |
小西 颯一（工・電気電子、小澤研、M2） | 小澤 (CMDS/工) |
25 |
| 5 | 2024/11/28(木) | Ruofan Liu and Yun Lin and Xiwen Teoh and Gongshen Liu and Zhiyong Huang and Jin Song Dong, "Less Defined Knowledge and More True Alarms: Reference-based Phishing Detection without a Pre-defined Reference List," 33rd USENIX Security Symposium (USENIX Security 24), pp.523--540 (2024) |
鍛冶 佳佑（工・電気電子、小澤・山田研、M2） | 山田 (CMDS/工) |
33 |
| 6 | 2024/12/12(木) | Haotian Liu, Chunyuan Li, Qingyang Wu, Yong Jae Lee, "Visual Instruction Tuning," Advances in Neural Information Processing Systems, vol.36, pp.34892-34916 (2023) |
中田 匠哉（工・電気電子、中村・陳研、D2） | 陳 (CMDS/工) |
25 |
| 7 | 2024/12/19(木) | Kai Tu, Abdullah Al Ishtiaq, Syed Md Mukit Rashid, Yilu Dong, Weixuan Wang, Tianwei Wu, and Syed Rafiul Hussain, "Logic Gone Astray: A Security Analysis Framework for the Control Plane Protocols of 5G Basebands," 33rd USENIX Security Symposium (USENIX Security 24), pp.3063-3080 (2024) |
山本 優樹（工・電気電子、白石・葛野研、M1） | 葛野 (工) | 20 |
| 8 | 2024/12/26(木) | Ding, D., Zhang, M., Feng, F., Huang, Y., Jiang, E., & Yang, M., "Black-Box Adversarial Attack on Time Series Classification," Proc. of the AAAI Conference on Artificial Intelligence, 37(6), 7358-7368. |
小堀 颯大（工・電気電子、小澤研、M2） | 伊藤 (CMDS/工) |
25 |
| 9 | 2025/01/09(木) | Bingxin Ke, Anton Obukhov, Shengyu Huang, Nando Metzger, Rodrigo Caye Daudt, Konrad Schindler, "Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation," Proceedings of 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 9492-9502 (2024) |
笘見 晃清（工・電気電子、大森研、M2） | 大森(工) | 34 |
| 10 | 2025/01/16(木) | ebastian Curi, Silvan Melchior, Felix Berkenkamp, Andreas Krause, "Structured Variational Inference in Partially Observable Unstable Gaussian Process State Space Models," Proceedings of Machine Learning Research (PMLR), vol. 120, pp. 147-157 (2020) |
加藤 天（工・電気電子、大森研、M2） | 大森(工) | 22 |
| 11 | 2025/01/23(木) | Jiawei Chen, Xu Tan, Yichong Leng, Jin Xu, Guihua Wen, Tao Qin, Tie-Yan Liu, "Speech-T: transducer for text to speech and beyond," NIPS'21: Proceedings of the 35th International Conference on Neural Information Processing Systems Article No.: 507, Pages 6621 - 6633 |
山下 陽生（シス情・滝口・高島研、D1） | 高島 (シス情) | 12 |
