GitHub

Motion-Guided Latent Diffusion for Temporally Consistent Real-world Video Super-resolution

Real-world low-resolution (LR) videos have diverse and complex degradations, imposing great challenges on video super-resolution (VSR) algorithms to reproduce their high-resolution (HR) counterparts ...
GitHub

Latent Collaboration in Multi-Agent Systems

LatentMAS is a multi-agent reasoning framework that moves agent collaboration from token space into the model’s latent space. Instead of producing long textual reasoning traces, agents communicate by ...
IEEE

Augmentation of topic modeling: Comparing the traditional and their word embedding oriented approaches

Abstract: This paper compares the efficacy of classical topic modeling approaches namely the Latent Dirichlet Allocation (LDA) and Non-Negative Matrix Factorization (NMF) with their respective word ...
IEEE

Joint Computation Offloading and Resource Allocation in Multi-Edge Smart Communities With Personalized Federated Deep Reinforcement Learning

Abstract: Through deploying computing resources at the network edge, Mobile Edge Computing (MEC) alleviates the contradiction between the high requirements of intelligent mobile applications and the ...