Neural Differential Appearance Equations

23 September 2024

Papers citing "Neural Differential Appearance Equations"

25 / 25 papers shown

Title
MatFusion: A Generative Diffusion Model for SVBRDF Capture Sam Sartor Pieter Peers 50 30 0 24 Apr 2024
Mesh Neural Cellular Automata Ehsan Pajouheshgar Yitao Xu A. Mordvintsev Eyvind Niklasson Tong Zhang Sabine Süsstrunk 47 7 0 06 Nov 2023
Iterative $α$ -(de)Blending: a Minimalist Deterministic Diffusion Model Eric Heitz Laurent Belcour T. Chambon DiffM 38 38 0 05 May 2023
SinFusion: Training Diffusion Models on a Single Image or Video Yaniv Nikankin Niv Haim Michal Irani VGen 93 70 0 21 Nov 2022
DyNCA: Real-time Dynamic Texture Synthesis Using Neural Cellular Automata Ehsan Pajouheshgar Yitao Xu Tong Zhang Sabine Süsstrunk DiffM 53 14 0 21 Nov 2022
Generating Long Videos of Dynamic Scenes Tim Brooks Janne Hellsten M. Aittala Ting-Chun Wang Timo Aila J. Lehtinen Xuan Li Alexei A. Efros Tero Karras SyDa 28 109 0 07 Jun 2022
Equinox: neural networks in JAX via callable PyTrees and filtered transformations Patrick Kidger Cristian Garcia 51 123 0 30 Oct 2021
Texture Generation with Neural Cellular Automata A. Mordvintsev Eyvind Niklasson E. Randazzo 18 9 0 15 May 2021
Diffusion Models Beat GANs on Image Synthesis Prafulla Dhariwal Alex Nichol 224 7,857 0 11 May 2021
Dynamic Texture Synthesis by Incorporating Long-range Spatial and Temporal Correlations Kaitai Zhang Bin Wang Hong-Shuo Chen Yeon-Chang Wang Shiyu Mou C.-C. Jay Kuo 27 7 0 13 Apr 2021
Stiff Neural Ordinary Differential Equations Suyong Kim Weiqi Ji Sili Deng Yingbo Ma Chris Rackauckas AI4CE 44 150 0 29 Mar 2021
Generative Modelling of BRDF Textures from Flash Images Philipp Henzler Valentin Deschaintre Niloy J. Mitra Tobias Ritschel 3DV 61 67 0 23 Feb 2021
Neural SDEs as Infinite-Dimensional GANs Patrick Kidger James Foster Xuechen Li Harald Oberhauser Terry Lyons DiffM 44 152 0 06 Feb 2021
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 628 18,096 0 19 Jun 2020
How to train your neural ODE: the world of Jacobian and kinetic regularization Chris Finlay J. Jacobsen L. Nurbekyan Adam M. Oberman 59 301 0 07 Feb 2020
Generative Modeling by Estimating Gradients of the Data Distribution Yang Song Stefano Ermon SyDa DiffM 258 3,916 0 12 Jul 2019
Augmented Neural ODEs Emilien Dupont Arnaud Doucet Yee Whye Teh BDL 144 628 0 02 Apr 2019
Single-Image SVBRDF Capture with a Rendering-Aware Deep Network Valentin Deschaintre M. Aittala F. Durand G. Drettakis Adrien Bousseau 3DH 48 268 0 23 Oct 2018
Modeling Surface Appearance from a Single Photograph using Self-augmented Convolutional Neural Networks Xiao Li Yue Dong Pieter Peers Xin Tong SSL 53 173 0 04 Sep 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 414 5,111 0 19 Jun 2018
Two-Stream Convolutional Networks for Dynamic Texture Synthesis Matthew Tesfaldet Marcus A. Brubaker Konstantinos G. Derpanis 47 55 0 21 Jun 2017
Synthesising Dynamic Textures using Convolutional Neural Networks Christina M. Funke Leon A. Gatys Alexander S. Ecker Matthias Bethge 28 18 0 22 Feb 2017
Improved Texture Networks: Maximizing Quality and Diversity in Feed-forward Stylization and Texture Synthesis Dmitry Ulyanov Andrea Vedaldi Victor Lempitsky OOD 82 796 0 09 Jan 2017
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.8K 77,196 0 18 May 2015
Deep Unsupervised Learning using Nonequilibrium Thermodynamics Jascha Narain Sohl-Dickstein Eric A. Weiss Niru Maheswaranathan Surya Ganguli SyDa DiffM 301 6,949 0 12 Mar 2015