Visual Physics: Discovering Physical Laws from Videos

Visual Physics: Discovering Physical Laws from Videos

27 November 2019

Pradyumna Chari

Chinmay Talegaonkar

Papers citing "Visual Physics: Discovering Physical Laws from Videos"

13 / 13 papers shown

Title
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning Ruoteng Li L. Cheong R. Tan 77 349 0 10 Apr 2019
TossingBot: Learning to Throw Arbitrary Objects with Residual Physics Andy Zeng Shuran Song Johnny Lee Alberto Rodriguez Thomas Funkhouser 94 383 0 27 Mar 2019
Data-driven PDE discovery with evolutionary approach M. Maslyaev A. Hvatov Anna V. Kaluzhnaya 46 25 0 19 Mar 2019
Perceiving Physical Equation by Observing Visual Scenarios Siyu Huang Zhi-Qi Cheng Xi Li Xiao-Jun Wu Zhongfei Zhang Alexander G. Hauptmann 26 9 0 29 Nov 2018
Discovering physical concepts with neural networks Raban Iten Tony Metger H. Wilming L. D. Rio R. Renner PINN AI4CE 53 391 0 26 Jul 2018
Learning Equations for Extrapolation and Control Subham S. Sahoo Christoph H. Lampert Georg Martius 43 233 0 19 Jun 2018
Reblur2Deblur: Deblurring Videos via Self-Supervised Learning Huaijin Chen Liang Feng Orazio Gallo Ming-Yuan Liu Ashok Veeraraghavan Jan Kautz 76 86 0 16 Jan 2018
Visual Interaction Networks Nicholas Watters Andrea Tacchetti T. Weber Razvan Pascanu Peter W. Battaglia Daniel Zoran PINN 3DH 93 279 0 05 Jun 2017
Interaction Networks for Learning about Objects, Relations and Physics Peter W. Battaglia Razvan Pascanu Matthew Lai Danilo Jimenez Rezende Koray Kavukcuoglu AI4CE OCL PINN GNN 533 1,409 0 01 Dec 2016
Deep Convolutional Neural Network for Inverse Problems in Imaging Kyong Hwan Jin Michael T. McCann Emmanuel Froustey M. Unser 71 2,118 0 11 Nov 2016
A deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction Eunhee Kang Junhong Min J. C. Ye OOD MedIm 70 764 0 31 Oct 2016
Extrapolation and learning equations Georg Martius Christoph H. Lampert 43 157 0 10 Oct 2016
Auto-Encoding Variational Bayes Diederik P. Kingma Max Welling BDL 452 16,933 0 20 Dec 2013