Multi-Source Domain Adaptation meets Dataset Distillation through Dataset Dictionary Learning
Authors: Eduardo Fernandes Montesuma, Fred Ngolè Mboula, Antoine Souloumiac | Published: 2023-09-14
Data Generation
Mitigate Replication and Copying in Diffusion Models with Generalized Caption and Dual Fusion Enhancement
Authors: Chenghao Li, Dake Chen, Yuke Zhang, Peter A. Beerel | Published: 2023-09-13 | Updated: 2024-01-23
An Ensemble Score Filter for Tracking High-Dimensional Nonlinear Dynamical Systems
Authors: Feng Bao, Zezhong Zhang, Guannan Zhang | Published: 2023-09-02 | Updated: 2024-08-13
Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation
Authors: Jiachen T. Wang, Yuqing Zhu, Yu-Xiang Wang, Ruoxi Jia, Prateek Mittal | Published: 2023-08-30 | Updated: 2023-11-26
On the Steganographic Capacity of Selected Learning Models
Authors: Rishit Agrawal, Kelvin Jou, Tanush Obili, Daksh Parikh, Samarth Prajapati, Yash Seth, Charan Sridhar, Nathan Zhang, Mark Stamp | Published: 2023-08-29
Generating tabular datasets under differential privacy
Authors: Gianluca Truda | Published: 2023-08-28
DUAW: Data-free Universal Adversarial Watermark against Stable Diffusion Customization
Authors: Xiaoyu Ye, Hao Huang, Jiaqi An, Yongtao Wang | Published: 2023-08-19
Large-Scale Public Data Improves Differentially Private Image Generation Quality
Authors: Ruihan Wu, Chuan Guo, Kamalika Chaudhuri | Published: 2023-08-04
URET: Universal Robustness Evaluation Toolkit (for Evasion)
Authors: Kevin Eykholt, Taesung Lee, Douglas Schales, Jiyong Jang, Ian Molloy, Masha Zorin | Published: 2023-08-03
Differentially Private Linear Regression with Linked Data
Authors: Shurong Lin, Elliot Paquette, Eric D. Kolaczyk | Published: 2023-08-01 | Updated: 2024-05-08