Search All 2022 Events
 

11 Results

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Workshop
Neural Network Prior Mean for Particle Accelerator Injector Tuning
Connie Xu · Ryan Roussel · Auralee Edelen
Poster
Wed 9:00 Rotation-Equivariant Conditional Spherical Neural Fields for Learning a Natural Illumination Prior
James Gardner · Bernhard Egger · William Smith
Poster
Thu 14:00 Neural Shape Deformation Priors
Jiapeng Tang · Lev Markhasin · Bi Wang · Justus Thies · Matthias Niessner
Poster
Wed 9:00 Self-Similarity Priors: Neural Collages as Differentiable Fractal Representations
Michael Poli · Winnie Xu · Stefano Massaroli · Chenlin Meng · Kuno Kim · Stefano Ermon
Poster
Tue 14:00 Coordinates Are NOT Lonely - Codebook Prior Helps Implicit Neural 3D representations
Fukun Yin · Wen Liu · Zilong Huang · Pei Cheng · Tao Chen · Gang Yu
Poster
Wed 14:00 NCP: Neural Correspondence Prior for Effective Unsupervised Shape Matching
Souhaib Attaiki · Maks Ovsjanikov
Poster
Thu 14:00 Neural Circuit Architectural Priors for Embodied Control
Nikhil Bhattasali · Anthony M Zador · Tatiana Engel
Workshop
Improved Training of Physics-informed Neural Networks using Energy-Based priors: A Study on Electrical Impedance Tomography
Akarsh Pokkunuru · Pedram Rooshenas · Thilo Strauss · Anuj Abhishek · Taufiquar Khan
Poster
Thu 9:00 MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction
Zehao Yu · Songyou Peng · Michael Niemeyer · Torsten Sattler · Andreas Geiger
Poster
Thu 9:00 Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors
Ravid Shwartz-Ziv · Micah Goldblum · Hossein Souri · Sanyam Kapoor · Chen Zhu · Yann LeCun · Andrew Wilson
Poster
Thu 9:00 Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors
Eric Wu · Nora Brackbill · Alexander Sher · Alan Litke · Eero Simoncelli · E.J. Chichilnisky