Kernel Density Estimators in Large Dimensions

Non-parametric estimation of a multivariate probability density

Vassiliy A Epanechnikov · 1969

Earlier work this paper cites.

Random-energy model: An exactly solvable model of disordered systems

Bernard Derrida · 1981

Earlier work this paper cites.

The simplest spin glass

D.J. Gross and M. Mezard · 1984

Earlier work this paper cites.

Nature of the spin-glass phase

M. Mezard, G. Parisi, N. Sourlas, G. Toulouse, and MA Virasoro · 1984

Earlier work this paper cites.

On the existence of thermodynamics for the random energy model

Enzo Olivieri and Pierre Picco · 1984

Earlier work this paper cites.

Random free energies in spin glasses

M Mézard, G Parisi, and MA Virasoro · 1985

Earlier work this paper cites.

Spin glass theory and beyond: An Introduction to the Replica Method and Its Applications

Marc Mézard, Giorgio Parisi, and Miguel Angel Virasoro · 1987

Earlier work this paper cites.

The probability distribution of the partition function of the random energy model

E Gardner and B Derrida · 1989

Earlier work this paper cites.

Feasibility of multivariate density estimates

David W Scott · 1991

Earlier work this paper cites.

Universality classes for extreme-value statistics

Jean-Philippe Bouchaud and Marc Mézard · 1997

Earlier work this paper cites.

Fluctuations of the free energy in the rem and the p p -spin sk models

Anton Bovier, Irina Kurkova, and Matthias Löwe · 2002

Cited alongside, same era.

Limit theorems for sums of random exponentials

Gérard Ben Arous, Leonid V Bogachev, and Stanislav A Molchanov · 2005

Cited alongside, same era.

All of nonparametric statistics

Larry Wasserman · 2006

Cited alongside, same era.

Information, physics, and computation

Marc Mezard and Andrea Montanari · 2009

Cited alongside, same era.

Stable distributions

John P Nolan · 2012

Cited alongside, same era.

Deep unsupervised learning using nonequilibrium thermodynamics

Jascha Sohl-Dickstein, Eric Weiss, Niru Maheswaranathan, and Surya Ganguli · 2015

Cited alongside, same era.

Score-based generative modeling through stochastic differential equations

Yang Song, Jascha Sohl-Dickstein, Diederik P Kingma, Abhishek Kumar, Stefano Ermon, and Ben Poole · 2021

Later among the works it cites.

Wavelet score-based generative modeling, 2022

Florentin Guth, Simon Coste, Valentin De Bortoli, and Stephane Mallat · 2022

Later among the works it cites.

Dreamfusion: Text-to-3d using 2d diffusion

Original

Ben Poole, Ajay Jain, Jonathan T Barron, and Ben Mildenhall · 2022

Later among the works it cites.

Photorealistic text-to-image diffusion models with deep language understanding

Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily L Denton, Kamyar Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, et al · 2022

Later among the works it cites.

Diffusion models: A comprehensive survey of methods and applications

Original

Ling Yang, Zhilong Zhang, Yang Song, Shenda Hong, Runsheng Xu, Yue Zhao, Yingxia Shao, Wentao Zhang, Bin Cui, and Ming-Hsuan Yang · 2022