3 papers
cs.DC2026
LatentBox: Storing AI-Generated Images at Scale via a Latent-First Design
Zirui Wang, Yunjia Zheng, Tingfeng Lan +4
The explosive growth of AI-generated images has created a sustainability challenge for storage infrastructure. Platforms like Midjourney and Adobe Firefly already host billions of…
stat.ML2025
A Neural Difference-of-Entropies Estimator for Mutual Information
Haoran Ni, Martin Lotz
Estimating Mutual Information (MI), a key measure of dependence of random quantities without specific modelling assumptions, is a challenging problem in high dimensions. We propose…
cs.CV2025
Performance-Efficiency Trade-off for Fashion Image Retrieval
Julio Hurtado, Haoran Ni, Duygu Sap +2
The fashion industry has been identified as a major contributor to waste and emissions, leading to an increased interest in promoting the second-hand market. Machine learning metho…