I received my PhD from Stanford University supported by a Hertz Fellowship where I worked with Pat Hanrahan. I completed my undergraduate degree at Caltech working with Mathieu Desbrun. During a postdoc at Stanford, I have also worked on the data analytics team at Khan Academy. Currently, I am a Senior Research Scientist at Adobe Research. My research focuses on combining computer graphics, vision, and machine learning to make it faster and more fun to complete creative tasks.
   

Publications

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing
Tobias Hinz, Matthew Fisher, Oliver Wang, Eli Shechtman, Stefan Wermter
WACV 2022
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MarioNette: Self-Supervised Sprite Learning
Dima Smirnov, Michael Gharbi, Matthew Fisher, Vitor Guizilini, Alexei A. Efros, Justin Solomon
NeurIPS 2021
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A Multi-Implicit Neural Representation for Fonts
Pradyumna Reddy, Zhifei Zhang, Matthew Fisher, Hailin Jin, Zhaowen Wang, Niloy Mitra
NeurIPS 2021
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Neural Strokes: Stylized Line Drawing of 3D Shapes
Difan Liu, Matthew Fisher, Aaron Hertzmann, Evangelos Kalogerakis
ICCV 2021
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Video Pose Distillation for Few-Shot, Fine-Grained Sports Action Recognition
James Hong, Matthew Fisher, Michael Gharbi, Kayvon Fatahalian
ICCV 2021
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GLASS: Geometric Latent Augmentation for Shape Spaces
Sanjeev Mk, Siddhartha Chaudhuri, Noam Aigerman, Vova Kim, Matthew Fisher, Niloy Mitra
ArXiv 2021
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Interactive Monte Carlo Denoising using Affinity of Neural Features
Mustafa Isik, Krishna Mullia, Matthew Fisher, Jonathan Eisenmann, Michael Gharbi
SIGGRAPH 2021
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DECOR-GAN: 3D Shape Detailization by Conditional Refinement
Zhiqin Chen, Vova Kim, Matthew Fisher, Noam Aigerman, Hao Zhang, Siddhartha Chaudhuri
CVPR 2021 Oral
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LayoutGMN: Neural Graph Matching for Structural Layout Similarity
Akshay Gadi Patil, Manyi Li, Matthew Fisher, Manolis Savva, Hao Zhang
CVPR 2021
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Exploring Sketch-based Character Design Guided by Automatic Colorization
Rawan Alghofaili, Matthew Fisher, Richard Zhang, Michal Lukac, Lap-Fai Yu
Graphics Interface 2021
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Improved Techniques for Training Single-Image GANs
Tobias Hinz, Matthew Fisher, Oliver Wang, Stefan Wermter
WACV 2021
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Automatic Hierarchical Arrangement of Vector Designs
Matthew Fisher, Vineet Agarwal, Tarun Beri
Eurographics 2021
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Discovering Pattern Structure Using Differentiable Compositing
Pradyumna Reddy, Paul Guerrero, Matthew Fisher, Wilmot Li, Niloy Mitra
SIGGRAPH Asia 2020
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COALESCE: Component Assembly by Learning to Synthesize Connections
Kangxue Yin, Zhiqin Chen, Siddhartha Chaudhuri, Matthew Fisher, Vova Kim, Hao Zhang
3DV 2020 (Oral)
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Design Adjectives: A Framework for Interactive Model-Guided Exploration of Parameterized Design Spaces
Evan Shimizu, Matthew Fisher, Sylvain Paris, James McCann, Kayvon Fatahalian
UIST 2020
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Modeling Artistic Workflows for Image Generation and Editing
Hung-Yu Tseng, Matthew Fisher, Jingwan Lu, Yijun Li, Vova Kim, Ming-Hsuan Yang
ECCV 2020
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Coupling Explicit and Implicit Surface Representations for Generative 3D Modeling
Omid Poursaeed, Matthew Fisher, Noam Aigerman, Vova Kim
ECCV 2020
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Deep Parametric Shape Predictions using Distance Fields
Dima Smirnov, Matthew Fisher, Vova Kim, Richard Zhang, Justin Solomon
CVPR 2020
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Learning Elementary Structures for 3D Shape Generation and Matching
Theo Deprelle, Thibault Groueix, Matthew Fisher, Vova Kim, Bryan Russell, Mathieu Aubry
NeurIPS 2019
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UprightNet: Geometry-Aware Camera Orientation Estimation from Single Images
Wenqi Xian, Zhengqi Li, Matthew Fisher, Jonathan Eisenmann, Eli Shechtman, Noah Snavely
ICCV 2019
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BAE-NET: Branched Autoencoder for Shape Co-Segmentation
Zhiqin Chen, Kangxue Yin, Matthew Fisher, Siddhartha Chaudhuri, Hao Zhang
ICCV 2019
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Unsupervised Cycle-consistent Deformation for Shape Matching
Thibault Groueix, Matthew Fisher, Vova Kim, Bryan Russell, Mathieu Aubry
Symposium on Geometry Processing 2019
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Shape Unicode: A Unified Shape Representation
Sanjeev Mk, Vova Kim, Matthew Fisher, Siddhartha Chaudhuri
CVPR 2019
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Photometric Mesh Optimization for Video-Aligned 3D Object Reconstruction
Chen-Hsuan Lin, Oliver Wang, Bryan Russell, Eli Shechtman, Vova Kim, Matthew Fisher, Simon Lucey
CVPR 2019
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SHREC'19: Shape Correspondence with Isometric and Non-Isometric Deformations
Thibault Groueix, Matthew Fisher, Vova Kim, Bryan Russell, Mathieu Aubry
Eurographics Workshop on 3D Object Retrieval
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Finding Layers Using Hover Visualizations
Evan Shimizu, Sylvain Paris, Matthew Fisher, Kayvon Fatahalian
Graphics Interface 2019
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Exploratory Stage Lighting Design using Visual Objectives
Evan Shimizu, Sylvain Paris, Matthew Fisher, Ersin Yumer, Kayvon Fatahalian
Eurographics 2019
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Language-Driven Synthesis of 3D Scenes from Scene Databases
Rui Ma, Akshay Gadi Patil, Matthew Fisher, Manyi Li, Soren Pirk, Binh-Son Hua, Sai-Kit Yeung, Xin Tong, Leonidas Guibas, Hao Zhang
SIGGRAPH Asia 2018
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3D-CODED: 3D Correspondences by Deep Deformation
Thibault Groueix, Matthew Fisher, Vova Kim, Bryan Russell, Mathieu Aubry
ECCV 2018
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Multi-Content GAN for Few-Shot Font Style Transfer
Samaneh Azadi, Matthew Fisher, Vova Kim, Zhaowen Wang, Eli Shechtman, Trevor Darrell
CVPR 2018 Spotlight
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AtlasNet: A Papier-Mache Approach to Learning 3D Surface Generation
Thibault Groueix, Matthew Fisher, Vova Kim, Bryan Russell, Mathieu Aubry
CVPR 2018 Spotlight
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A Perceptual Measure for Deep Single Image Camera Calibration
Yannick Hold-Geoffroy, Kalyan Sunkavalli, Jonathan Eisenmann, Matthew Fisher, Emiliano Gambaretto, Sunil Hadap, Jean-Francois Lalonde
CVPR 2018
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Opt: A Domain Specific Language for Non-linear Least Squares Optimization in Graphics and Imaging
Zachery DeVito, Michael Mara, Michael Zollhoefer, Gilbert Bernstein, Jonathan Ragan-Kelley, Christian Theobalt, Pat Hanrahan, Matthew Fisher, Matthias Nießner
SIGGRAPH 2018
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LayerBuilder: Layer Decomposition for Interactive Image and Video Color Editing
Sharon Lin, Matthew Fisher, Angela Dai, Pat Hanrahan
arXiv 2017
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3DMatch: Learning the Matching of Local 3D Geometry in Range Scans
Andy Zeng, Shuran Song, Matthias Nießner, Matthew Fisher, Jianxiong Xiao
CVPR 2017
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PiGraphs: Learning Interaction Snapshots from Observations
Manolis Savva, Angel X. Chang, Pat Hanrahan, Matthew Fisher, Matthias Nießner
SIGGRAPH 2016
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Ebb: A DSL for Physical Simulation on CPUs and GPUs
Gilbert Bernstein, Chinmayee Shah, Crystal Lemire, Zachery DeVito, Matthew Fisher, Philip Levis, Pat Hanrahan
Transactions on Graphics 2016
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Activity-centric Scene Synthesis for Functional 3D Scene Modeling
Matthew Fisher, Manolis Savva, Yangyan Li, Pat Hanrahan, Matthias Nießner
SIGGRAPH Asia 2015
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Real-time Rendering Techniques with Hardware Tessellation
Matthias Nießner, Benjamin Keinert, Matthew Fisher, Marc Stamminger, Charles Loop, HenryShafer
Computer Graphics Forum 2015
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SceneGrok: Inferring Action Maps in 3D Environments
Manolis Savva, Angel X. Chang, Pat Hanrahan, Matthew Fisher, Matthias Nießner
SIGGRAPH Asia 2014
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Real-time Non-rigid Reconstruction using an RGB-D Camera
Michael Zollhoefer, Matthias Nießner, Sharam Izadi, Christoph Rehmann, Matthew Fisher, Chenglei Wu, Andrew Fitzbiggon, Charles Loop, Christian Theobolt, Marc Stamminger
SIGGRAPH 2014
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First-class Runtime Generation of High-performance Types using Exotypes
Zachery DeVito, Daniel Ritchie, Matthew Fisher, Alex Aiken, Pat Hanrahan
Programming Language Design and Implementation 2014
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Combining Inertial Navigation and ICP for Real-time 3D Surface Reconstruction
Matthias Nießner, Angela Dai, Matthew Fisher
Eurographics 2014
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Data-driven Tools for Scene Modeling
Matthew Fisher
Stanford University PhD Thesis 2013
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Probabilistic Color-by-Numbers: Suggesting Pattern Colorizations
Using Factor Graphs
Sharon Lin, Daniel Ritchie, Matthew Fisher, Pat Hanrahan
SIGGRAPH 2013
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Synthesis of Tiled Patterns using Factor Graphs
Yi-Ting Yeh, Katherine Breeden, Lingfeng Yang, Matthew Fisher, Pat Hanrahan
Transactions on Graphics 2013
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Example-based Synthesis of 3D Object Arrangements
Matthew Fisher, Daniel Ritchie, Manolis Savva, Thomas Funkhouser, Pat Hanrahan
SIGGRAPH Asia 2012
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Characterizing Structural Relationships in Scenes Using Graph Kernels
Matthew Fisher, Manolis Savva, Pat Hanrahan
SIGGRAPH 2011
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Context-Based Search for 3D Models
Matthew Fisher, Pat Hanrahan
SIGGRAPH Asia 2010
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DiagSplit: Parallel, Crack-Free, Adaptive Tessellation for Micropolygon Rendering
Matthew Fisher, Kayvon Fatahalian, Solomon Boulos, Kurt Akeley, Bill Mark, Pat Hanrahan
SIGGRAPH Asia 2009
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Design of Tangent Vector Fields
Matthew Fisher, Peter Schröder, Mathieu Desbrun, Hugues Hoppe
SIGGRAPH 2007
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An Algorithm for the Construction of Intrinsic Delaunay Triangulations
Matthew Fisher, Boris Springborn, Alexander Bobenko, Peter Schröder
SIGGRAPH 2006 Courses
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