October 19, 2020

[D] VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models

submitted by /u/hotpot_ai [link] [comments] Source
October 19, 2020

Runner Up Best Student Paper ECML 2020: A Principle of Least Action for the Training of Neural Networks

submitted by /u/emmnll [link] [comments] Source
October 20, 2020

[D] Questions about the loss function in policy gradient methods

I am reading the introduction of policy gradients by OpenAI SpinningUp. It highlights the difference between the loss function in the supervised setting and the “loss” […]
October 20, 2020

[R] NeurIPS 2020 Spotlight, AdaBelief optimizer, trains fast as Adam, generalize well as SGD, stable to train GAN.

Abstract Optimization is at the core of modern deep learning. We propose AdaBelief optimizer to simultaneously achieve three goals: fast convergence as in adaptive methods, good […]