5 citations · 5 across the 2 of their papers we have counts for
3 papers
q-bio.NC2022
See and Copy: Generation of complex compositional movements from modular and geometric RNN representations
Sunny Duan, Mikail Khona, Adrian Bertagnoli +2
A hallmark of biological intelligence and control is combinatorial generalization: animals are able to learn various things, then piece them together in new combinations to produce…
cs.LG2020★ 5 cited
Representation learning for improved interpretability and classification accuracy of clinical factors from EEG
Garrett Honke, Irina Higgins, Nina Thigpen +6
Despite extensive standardization, diagnostic interviews for mental health disorders encompass substantial subjective judgment. Previous studies have demonstrated that EEG-based ne…
cs.LG2019
Unsupervised Model Selection for Variational Disentangled Representation Learning
Sunny Duan, Loic Matthey, Andre Saraiva +4
Disentangled representations have recently been shown to improve fairness, data efficiency and generalisation in simple supervised and reinforcement learning tasks. To extend the b…