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

ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions

Difan Liu, Sandesh Shetty, Tobias Hinz, Matthew Fisher, Richard Zhang, Taesung Park, Evangelos Kalogerakis

SIGGRAPH 2022 (Journal track)

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Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency

Tom Monnier, Matthew Fisher, Alexei Efros, Mathieu Aubry

ArXiv 2022

GLASS: Geometric Latent Augmentation for Shape Spaces

Sanjeev Mk, Siddhartha Chaudhuri, Noam Aigerman, Vova Kim, Matthew Fisher, Niloy Mitra

CVPR 2022

CharacterGAN: Few-Shot Keypoint Character Animation and Reposing

Tobias Hinz, Matthew Fisher, Oliver Wang, Eli Shechtman, Stefan Wermter

WACV 2022

MarioNette: Self-Supervised Sprite Learning

Dima Smirnov, Michael Gharbi, Matthew Fisher, Vitor Guizilini, Alexei Efros, Justin Solomon

NeurIPS 2021

A Multi-Implicit Neural Representation for Fonts

Pradyumna Reddy, Zhifei Zhang, Matthew Fisher, Hailin Jin, Zhaowen Wang, Niloy Mitra

NeurIPS 2021

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

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

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

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

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

UprightNet: Geometry-Aware Camera Orientation Estimation from Single Images

Wenqi Xian, Zhengqi Li, Matthew Fisher, Jonathan Eisenmann, Eli Shechtman, Noah Snavely

ICCV 2019

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

Shape Unicode: A Unified Shape Representation

Sanjeev Mk, Vova Kim, Matthew Fisher, Siddhartha Chaudhuri

CVPR 2019

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

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

Finding Layers Using Hover Visualizations

Evan Shimizu, Sylvain Paris, Matthew Fisher, Kayvon Fatahalian

Graphics Interface 2019

Exploratory Stage Lighting Design using Visual Objectives

Evan Shimizu, Sylvain Paris, Matthew Fisher, Ersin Yumer, Kayvon Fatahalian

Eurographics 2019

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

3D-CODED: 3D Correspondences by Deep Deformation

Thibault Groueix, Matthew Fisher, Vova Kim, Bryan Russell, Mathieu Aubry

ECCV 2018

Multi-Content GAN for Few-Shot Font Style Transfer

Samaneh Azadi, Matthew Fisher, Vova Kim, Zhaowen Wang, Eli Shechtman, Trevor Darrell

CVPR 2018 Spotlight

AtlasNet: A Papier-Mache Approach to Learning 3D Surface Generation

Thibault Groueix, Matthew Fisher, Vova Kim, Bryan Russell, Mathieu Aubry

CVPR 2018 Spotlight

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

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

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

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

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

Stanford University PhD Thesis 2013

Probabilistic Color-by-Numbers: Suggesting Pattern Colorizations Using Factor Graphs

Sharon Lin, Daniel Ritchie, Matthew Fisher, Pat Hanrahan

SIGGRAPH 2013

Synthesis of Tiled Patterns using Factor Graphs

Yi-Ting Yeh, Katherine Breeden, Lingfeng Yang, Matthew Fisher, Pat Hanrahan

Transactions on Graphics 2013

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

Context-Based Search for 3D Models

Matthew Fisher, Pat Hanrahan

SIGGRAPH Asia 2010

DiagSplit: Parallel, Crack-Free, Adaptive Tessellation for Micropolygon Rendering

Matthew Fisher, Kayvon Fatahalian, Solomon Boulos, Kurt Akeley, Bill Mark, Pat Hanrahan

SIGGRAPH Asia 2009

Design of Tangent Vector Fields

Matthew Fisher, Peter Schröder, Mathieu Desbrun, Hugues Hoppe

SIGGRAPH 2007

An Algorithm for the Construction of Intrinsic Delaunay Triangulations

Matthew Fisher, Boris Springborn, Alexander Bobenko, Peter Schröder

SIGGRAPH 2006 Courses