the archive
#mixture of experts
2 resultscs.CV2019
Expert Sample Consensus Applied to Camera Re-Localization
Eric Brachmann, Carsten Rother
The paper introduces Expert Sample Consensus (ESAC), which combines differentiable RANSAC with a mixture‑of‑experts network to robustly estimate 6‑DoF camera poses from noisy 2D‑3D…
#camera pose estimation#mixture of experts#robust fitting#differentiable ransac
cs.LG2019
Predicting assisted ventilation in Amyotrophic Lateral Sclerosis using a mixture of experts and conformal predictors
Telma Pereira, Sofia Pires, Marta Gromicho +3
The paper proposes a machine‑learning model that combines conformal prediction with a mixture‑of‑experts to forecast whether ALS patients will need assisted ventilation and estimat…
#amyotrophic lateral sclerosis#ventilation prediction#conformal prediction#mixture of experts