3 papers
cs.CV2026
CREMD: Crowd-Sourced Emotional Multimodal Dogs Dataset
Jinho Baek, Houwei Cao, Kate Blackwell
Dog emotion recognition plays a crucial role in enhancing human-animal interactions, veterinary care, and the development of automated systems for monitoring canine well-being. How…
cs.AR2025
Cocoon: A System Architecture for Differentially Private Training with Correlated Noises
Donghwan Kim, Xin Gu, Jinho Baek +6
Machine learning (ML) models memorize and leak training data, causing serious privacy issues to data owners. Training algorithms with differential privacy (DP), such as DP-SGD, hav…
cs.PF2024
Tuning Fast Memory Size based on Modeling of Page Migration for Tiered Memory
Shangye Chen, Jin Huang, Shuangyan Yang +7
Tiered memory, built upon a combination of fast memory and slow memory, provides a cost-effective solution to meet ever-increasing requirements from emerging applications for large…