Function-space regularized Rényi divergences

Function-space regularized Rényi divergences

10 October 2022

Jeremiah Birrell

Yannis Pantazis

Markos A. Katsoulakis

Papers citing "Function-space regularized Rényi divergences"

17 / 17 papers shown

Title
RenyiCL: Contrastive Representation Learning with Skew Renyi Divergence Kyungmin Lee Jinwoo Shin SSL DRL 65 10 0 12 Aug 2022
Structure-preserving GANs Jeremiah Birrell Markos A. Katsoulakis Luc Rey-Bellet Wei-wei Zhu GAN 53 18 0 02 Feb 2022
Bayesian brains and the Rényi divergence Noor Sajid Francesco Faccio Lancelot Da Costa Thomas Parr Jürgen Schmidhuber Karl J. Friston 135 11 0 12 Jul 2021
Variational Representations and Neural Network Estimation of Rényi Divergences Jeremiah Birrell P. Dupuis Markos A. Katsoulakis Luc Rey-Bellet Jie Wang 36 32 0 07 Jul 2020
CLUB: A Contrastive Log-ratio Upper Bound of Mutual Information Pengyu Cheng Weituo Hao Shuyang Dai Jiachang Liu Zhe Gan Lawrence Carin VLM 49 350 0 22 Jun 2020
Optimizing Variational Representations of Divergences and Accelerating their Statistical Estimation Jeremiah Birrell Markos A. Katsoulakis Yannis Pantazis 33 22 0 15 Jun 2020
Cumulant GAN Yannis Pantazis D. Paul M. Fasoulakis Y. Stylianou Markos A. Katsoulakis GAN 59 18 0 11 Jun 2020
Group Equivariant Generative Adversarial Networks Neel Dey Antong Chen S. Ghafurian GAN 42 33 0 04 May 2020
Understanding the Limitations of Variational Mutual Information Estimators Jiaming Song Stefano Ermon SSL DRL 51 204 0 14 Oct 2019
Formal Limitations on the Measurement of Mutual Information David A. McAllester K. Stratos SSL 61 275 0 10 Nov 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 248 10,152 0 10 Jul 2018
MINE: Mutual Information Neural Estimation Mohamed Ishmael Belghazi A. Baratin Sai Rajeswar Sherjil Ozair Yoshua Bengio Aaron Courville R. Devon Hjelm DRL 154 1,264 0 12 Jan 2018
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 152 9,509 0 31 Mar 2017
Renyi Differential Privacy Ilya Mironov 58 1,243 0 24 Feb 2017
Rényi Divergence Variational Inference Yingzhen Li Richard Turner BDL 75 260 0 06 Feb 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.1K 149,474 0 22 Dec 2014
Rényi Divergence and Kullback-Leibler Divergence T. Erven P. Harremoes 65 1,326 0 12 Jun 2012