268 citations · 371 across the 18 of their papers we have counts for
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cs.LG2023★ 2 cited
Circular Clustering with Polar Coordinate Reconstruction
Xiaoxiao Sun, Paul Sajda
There is a growing interest in characterizing circular data found in biological systems. Such data are wide ranging and varied, from signal phase in neural recordings to nucleotide…
cs.CV2023★ 3 cited
Gaze-Informed Vision Transformers: Predicting Driving Decisions Under Uncertainty
Sharath Koorathota, Nikolas Papadopoulos, Jia Li Ma +5
Vision Transformers (ViT) have advanced computer vision, yet their efficacy in complex tasks like driving remains less explored. This study enhances ViT by integrating human eye ga…
cs.LG2023
Bayesian Beta-Bernoulli Process Sparse Coding with Deep Neural Networks
Arunesh Mittal, Kai Yang, Paul Sajda +1
Several approximate inference methods have been proposed for deep discrete latent variable models. However, non-parametric methods which have previously been successfully employed…