Constructive Solid Geometry on Neural Signed Distance Fields
Zoë Marschner, Silvia Sellán, Hsueh-Ti Derek Liu, Alec Jacobson
SIGGRAPH Asia, 2023
Paper
Project
Code
Differentiable Heightfield Path Tracing with Accelerated Discontinuities
Xiaochun Tong, Hsueh-Ti Derek Liu, Yotam Gingold, Alec Jacobson
SIGGRAPH North America, 2023
Paper
Surface Simplification using Intrinsic Error Metrics
Hsueh-Ti Derek Liu*, Mark Gillespie*, Benjamin Chislett*, Nicholas Sharp, Alec Jacobson, Keenan Crane
SIGGRAPH North America, 2023
Paper
ArXiv
Code
Poster
Algorithms for Data-Driven Geometric Stylization & Acceleration
Hsueh-Ti Derek Liu
PhD Thesis, University of Toronto, 2022
Paper
Alain Fournier Dissertation Award
Eurographics PhD Award
Learning Smooth Neural Functions via Lipschitz Regularization
Hsueh-Ti Derek Liu, Francis Williams, Alec Jacobson, Sanja Fidler, Or Litany
SIGGRAPH North America, 2022
Paper (14MB)
ArXiv
Project
Code (Jax)
Code (PyTorch)
Talk
Kubric: A scalable dataset generator
Klaus Greff, Francois Belletti, Lucas Beyer, Carl Doersch, Yilun Du, Daniel Duckworth, David J Fleet, Dan Gnanapragasam, Florian Golemo, Charles Herrmann, Thomas Kipf, Abhijit Kundu, Dmitry Lagun, Issam Laradji, Hsueh-Ti Derek Liu, Henning Meyer, Yishu Miao, Derek Nowrouzezahrai, Cengiz Oztireli, Etienne Pot, Noha Radwan, Daniel Rebain, Sara Sabour, Mehdi S. M. Sajjadi, Matan Sela, Vincent Sitzmann, Austin Stone, Deqing Sun, Suhani Vora, Ziyu Wang, Tianhao Wu, Kwang Moo Yi, Fangcheng Zhong, Andrea Tagliasacchi
CVPR, 2022
Paper
Project
Code
Surface Multigrid via Intrinsic Prolongation
Hsueh-Ti Derek Liu, Jiayi Eris Zhang, Mirela Ben-Chen, Alec Jacobson
SIGGRAPH North America, 2021
Paper (65MB)
ArXiv
Project
Code
Talk
An Introduction to Deep Learning on Meshes
Rana Hanocka, Hsueh-Ti Derek Liu
SIGGRAPH (North America & Asia) Course, 2021
Website
Video
Normal-Driven Spherical Shape Analogies
Hsueh-Ti Derek Liu, Alec Jacobson
Computer Graphics Forum (SGP), 2021
Paper (74MB)
ArXiv
Talk
Code (MATLAB)
Code (C++)
An Introduction to Geometry Processing Programming in MATLAB with gptoolbox
Hsueh-Ti Derek Li, Silvia Sellán, Oded Stein (Advised by Alec Jacobson)
Computer Graphics Forum (SGP), 2021
Website
Talk
Code (MATLAB)
Chordal Decomposition for Spectral Coarsening
Honglin Chen, Hsueh-Ti Derek Liu, Alec Jacobson, David I.W. Levin
SIGGRAPH Asia, 2020
Paper (81MB)
Project
Code
Neural Subdivision
Hsueh-Ti Derek Liu, Vladimir G. Kim, Siddhartha Chaudhuri, Noam Aigerman, Alec Jacobson
SIGGRAPH North America, 2020
Paper (95MB)
ArXiv
Project
Code
Talk
Spectral Mesh Simplification
Thibault Lescoat, Hsueh-Ti Derek Liu, Jean-Marc Thiery, Alec Jacobson, Tamy Boubekeur, Maks Ovsjanikov
Computer Graphics Forum (Eurographics), 2020
Paper (35MB)
Code (C++)
Cubic Stylization
Hsueh-Ti Derek Liu, Alec Jacobson
SIGGRAPH Asia, 2019
Paper (98MB)
ArXiv
Project
Video
Code (MATLAB)
Code (C++)
Spectral Coarsening of Geometric Operators
Hsueh-Ti Derek Liu, Alec Jacobson, Maks Ovsjanikov
SIGGRAPH North America, 2019
Paper (78MB)
ArXiv
Project
Talk
Code (MATLAB)
Beyond Pixel Norm-Balls:
Parametric Adversaries using an Analytically Differentiable Renderer
Hsueh-Ti Derek Liu, Michael Tao, Chun-Liang Li, Derek Nowrouzezahrai, Alec Jacobson
ICLR, 2019
Paper (3MB)
ArXiv
Poster
Paparazzi: Surface Editing by way of Multi-View Image Processing
Hsueh-Ti Derek Liu, Michael Tao, Alec Jacobson
SIGGRAPH Asia, 2018
Paper (37MB)
Paper (6MB)
Project
Code (Python)
A Dirac Operator for Extrinsic Shape Analysis
Hsueh-Ti Derek Liu, Alec Jacobson, Keenan Crane
Computer Graphics Forum (SGP), 2017
Paper (6MB)
Project
Code (MATLAB)