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circular statistics 1distributional regression 1generative modeling 1pose estimation 1uncertainty quantification 1

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stat.ML2026

ANGLE: Angular Neural Generative Learning via Engression

Rajdeep Pathak, Archi Roy, Tanujit Chakraborty

The paper introduces ANGLE, a lightweight deep generative model that learns the full conditional distribution of circular (angular) data given various covariates, enabling better p…