Technology
On The Classification-Distortion-Perception Tradeoff
Dong Liu, Haochen Zhang, Zhiwei Xiong
Neural Information Processing Systems http://nips.cc/
Supervised autoencoders: Improving generalization performance with unsupervised regularizers
Lei Le, Andrew Patterson, Martha White
Neural Information Processing Systems http://nips.cc/
TwiBot-22: TowardsGraph-Based TwitterBotDetection
Twitter bot detection has become an increasingly important task to combat misinformation, facilitate social media moderation, and preserve the integrity of theonlinediscourse.
DeepPINK:reproduciblefeatureselectionindeep neuralnetworks
Analogously,if afinancial transaction is flagged to be fraudulent, then the security teams want to knowwhich activities orbehaviorsledtotheflagging.
A Solvable High-Dimensional Model of GAN
Neural Information Processing Systems http://nips.cc/
Supplementary Material
The color has been normalized to be between 0 and 1 which does not affect the clustering or visualization. We can see that output representation from later layers yield more patterned kernel matrices with more erratic clustering.
Transfer learning for atomistic simulations using GNNs and kernel mean embeddings
Interatomic potentials learned using machine learning methods have been successfully applied to atomistic simulations.