Deep Learning
Dendritic cortical microcircuits approximate the backpropagation algorithm
João Sacramento, Rui Ponte Costa, Yoshua Bengio, Walter Senn
Neural Information Processing Systems http://nips.cc/
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition
Kuan Han, Haiguang Wen, Yizhen Zhang, Di Fu, Eugenio Culurciello, Zhongming Liu
Neural Information Processing Systems http://nips.cc/
Hierarchical Integration Diffusion Model for Realistic Image Deblurring Zheng Chen
Diffusion models (DMs) have recently been introduced in image deblurring and exhibited promising performance, particularly in terms of details reconstruction.
Deep Leakage from Gradients
Ligeng Zhu, Zhijian Liu, Song Han
Neural Information Processing Systems http://nips.cc/
BRUNO: A Deep Recurrent Model for Exchangeable Data
Iryna Korshunova, Jonas Degrave, Ferenc Huszar, Yarin Gal, Arthur Gretton, Joni Dambre
Atpresent, however, there are few flexible and provably exchangeable deep generative models to solve this problem.
Heterogeneous Bitwidth Binarization in Convolutional Neural Networks
Joshua Fromm, Shwetak Patel, Matthai Philipose
Neural Information Processing Systems http://nips.cc/
TemporalEffectiveBatchNormalizationinSpiking NeuralNetworks
Furthermore, the temporal dynamics of spiking neuron is tightly in connection with the neuronal parameters.