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cs.CV2024
DiffMVR: Diffusion-based Automated Multi-Guidance Video Restoration
Zheyan Zhang, Diego Klabjan, Renee CB Manworren
In this work, we address a challenge in video inpainting: reconstructing occluded regions in dynamic, real-world scenarios. Motivated by the need for continuous human motion monito…
cs.LG2024
LanFL: Differentially Private Federated Learning with Large Language Models using Synthetic Samples
Huiyu Wu, Diego Klabjan
Federated Learning (FL) is a collaborative, privacy-preserving machine learning framework that enables multiple participants to train a single global model. However, the recent adv…
cs.LG2024
Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit
Mengfan Xu, Diego Klabjan
We study a robust, i.e. in presence of malicious participants, multi-agent multi-armed bandit problem where multiple participants are distributed on a fully decentralized blockchai…