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cs.CV2024
Hierarchical Attention Diffusion Networks with Object Priors for Video Change Detection
Andrew Kiruluta, Eric Lundy, Andreas Lemos
We present a unified change detection pipeline that combines instance level masking, multi\-scale attention within a denoising diffusion model, and per pixel semantic classificatio…
cs.LG2024
Unsupervised Machine Learning Hybrid Approach Integrating Linear Programming in Loss Function: A Robust Optimization Technique
Andrew Kiruluta, Andreas Lemos
This paper presents a novel hybrid approach that integrates linear programming (LP) within the loss function of an unsupervised machine learning model. By leveraging the strengths…