2 papers
cs.LG2024
Out-of-Distribution Detection through Soft Clustering with Non-Negative Kernel Regression
Aryan Gulati, Xingjian Dong, Carlos Hurtado +3
As language models become more general purpose, increased attention needs to be paid to detecting out-of-distribution (OOD) instances, i.e., those not belonging to any of the distr…
eess.IV2023
Towards a geometric understanding of Spatio Temporal Graph Convolution Networks
Pratyusha Das, Sarath Shekkizhar, Antonio Ortega
Spatiotemporal graph convolutional networks (STGCNs) have emerged as a desirable model for skeleton-based human action recognition. Despite achieving state-of-the-art performance,…