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cs.LG2026
Adaptive Correlation-Weighted Intrinsic Rewards for Reinforcement Learning
Viet Bac Nguyen, Phuong Thai Nguyen
We propose ACWI (Adaptive Correlation Weighted Intrinsic), an adaptive intrinsic reward scaling framework designed to dynamically balance intrinsic and extrinsic rewards for improv…
cs.LG2024
Dual-Model Defense: Safeguarding Diffusion Models from Membership Inference Attacks through Disjoint Data Splitting
Bao Q. Tran, Viet Nguyen, Anh Tran +1
Diffusion models have demonstrated remarkable capabilities in image synthesis, but their recently proven vulnerability to Membership Inference Attacks (MIAs) poses a critical priva…