Department of Mathematics, Imperial College London; TCL AI Lab, Hong Kong; Department of Statistics and Actuarial Science, The University of Hong Kong
Tsai Hor Chan, Kin Wai Lau, Jiajun Shen, Guosheng Yin, Lequan Yu
Bayesian deep learning;high-dimensional testing;uncertainty estimation;out-of-distribution detection
Adaptive Uncertainty Estimation via High-Dimensional Testing on Latent Representations