Michael Hutchinson

Publication Activity (10 Years)

Years Active: 2003-2023
Publications (10 Years): 30

Top Topics

Diffusion Models

Gaussian Process

Top Venues

Publications

Nic Fishman, Leo Klarner, Valentin De Bortoli, Emile Mathieu, Michael Hutchinson
Diffusion Models for Constrained Domains. CoRR (2023)
Emile Mathieu, Vincent Dutordoir, Michael Hutchinson, Valentin De Bortoli, Yee Whye Teh, Richard E. Turner
Geometric Neural Diffusion Processes. NeurIPS (2023)
Nic Fishman, Leo Klarner, Emile Mathieu, Michael Hutchinson, Valentin De Bortoli
Metropolis Sampling for Constrained Diffusion Models. NeurIPS (2023)
James Thornton, Michael Hutchinson, Emile Mathieu, Valentin De Bortoli, Yee Whye Teh, Arnaud Doucet
Riemannian Diffusion Schrödinger Bridge. CoRR (2022)
Valentin De Bortoli, Emile Mathieu, Michael Hutchinson, James Thornton, Yee Whye Teh, Arnaud Doucet
Riemannian Score-Based Generative Modeling. CoRR (2022)
Angus Phillips, Thomas Seror, Michael Hutchinson, Valentin De Bortoli, Arnaud Doucet, Emile Mathieu
Spectral Diffusion Processes. CoRR (2022)
Valentin De Bortoli, Emile Mathieu, Michael Hutchinson, James Thornton, Yee Whye Teh, Arnaud Doucet
Riemannian Score-Based Generative Modelling. NeurIPS (2022)
Peter Holderrieth, Michael Hutchinson, Yee Whye Teh
Equivariant Learning of Stochastic Fields: Gaussian Processes and Steerable Conditional Neural Processes. ICML (2021)
Serguei Kalentchouk, Michael Hutchinson, Deepak Tolani
Enhanced Direct Delta Mush. CoRR (2021)
Michael Hutchinson, Charline Le Lan, Sheheryar Zaidi, Emilien Dupont, Yee Whye Teh, Hyunjik Kim
LieTransformer: Equivariant Self-Attention for Lie Groups. ICML (2021)
Michael Hutchinson, Alexander Terenin, Viacheslav Borovitskiy, So Takao, Yee Whye Teh, Marc Peter Deisenroth
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Independent Projected Kernels. NeurIPS (2021)
Joanna F. DeFranco, Michael Hutchinson
Understanding Smart Medical Devices. Computer 54 (5) (2021)
Michael Hutchinson, Alexander Terenin, Viacheslav Borovitskiy, So Takao, Yee Whye Teh, Marc Peter Deisenroth
Vector-valued Gaussian Processes on Riemannian Manifolds via Gauge Equivariant Projected Kernels. CoRR (2021)
Michael Hutchinson, Cunjia Liu, Paul Thomas, Wen-Hua Chen
Unmanned Aerial Vehicle-Based Hazardous Materials Response: Information-Theoretic Hazardous Source Search and Reconstruction. IEEE Robotics Autom. Mag. 27 (3) (2020)
Ramin Moradi, Michael Hutchinson, Yuheng Zheng, Michael Roth
Positioning Approach for Train-Infrastructure Interaction Assets Health Status Monitoring. ENC (2020)
Serguei Kalentchouk, Michael Hutchinson, Deepak Tolani
Enhanced Direct Delta Mush. SIGGRAPH Asia Posters (2020)
Ramin Moradi, Michael Hutchinson
Hybridized GNSS and IMU Positioning for Train Infrastructure Asset Health Status Monitoring within the SIA-Project. ICL-GNSS (Work in Progress) (2020)
Peter Holderrieth, Michael Hutchinson, Yee Whye Teh
Equivariant Conditional Neural Processes. CoRR (2020)
Michael Hutchinson, Charline Le Lan, Sheheryar Zaidi, Emilien Dupont, Yee Whye Teh, Hyunjik Kim
LieTransformer: Equivariant self-attention for Lie Groups. CoRR (2020)
Larry Cutler, Eric Darnell, Nathaniel Dirksen, Michael Hutchinson, Scott Peterson, Robert Schiewe, Wei Wang
Making you matter: creating interactive VR narratives through experimentation and learning. DigiPro (2019)
Michael Hutchinson, Cunjia Liu, Wen-Hua Chen
Source term estimation of a hazardous airborne release using an unmanned aerial vehicle. J. Field Robotics 36 (4) (2019)
Michael Hutchinson, Cunjia Liu, Wen-Hua Chen
Information-Based Search for an Atmospheric Release Using a Mobile Robot: Algorithm and Experiments. IEEE Trans. Control. Syst. Technol. 27 (6) (2019)
Michael Hutchinson, Sandy Kao, Kevin Ochs, Gilbert Davoud, Alex Powell
Hierarchy models: building blocks for procedural rigging. SIGGRAPH Talks (2019)
Mrinank Sharma, Michael Hutchinson, Siddharth Swaroop, Antti Honkela, Richard E. Turner
Differentially Private Federated Variational Inference. CoRR (2019)
Michael Hutchinson, Pawel Ladosz, Cunjia Liu, Wen-Hua Chen
Experimental Assessment of Plume Mapping using Point Measurements from Unmanned Vehicles. ICRA (2019)
Michael Hutchinson, Cunjia Liu, Wen-Hua Chen
Information Based Mobile Sensor Planning for Source Term Estimation of a Non-Continuous Atmospheric Release. ICRA (2018)
Michael Hutchinson, Hyondong Oh, Wen-Hua Chen
Entrotaxis as a strategy for autonomous search and source reconstruction in turbulent conditions. Inf. Fusion 42 (2018)
Lawrence D. Cutler, Eric Darnell, Larry Cutler, Nathaniel Dirksen, Maureen Fan, Michael Hutchinson, Scott Peterson
Rainbow crow. SIGGRAPH Computer Animation Festival (2017)
Michael Hutchinson, Hyondong Oh, Wen-Hua Chen
A review of source term estimation methods for atmospheric dispersion events using static or mobile sensors. Inf. Fusion 36 (2017)
Eric Darnell, Michael Hutchinson
Invasion!: exploring empathy and agency in VR. SIGGRAPH VR Village (2016)
Sven Pohle, Michael Hutchinson, Brent Watkins, Dick Walsh, Stephen Candell, Frederick Nilsson, Jason Reisig
DreamWorks animation facial motion and deformation system. DigiPro (2015)
Michael Hutchinson, Guido Zimmermann, Robert Helms
Resculptors: layered curve-based deformers. SIGGRAPH Talks (2014)
Martin Watt, Lawrence D. Cutler, Alex Powell, Brendan Duncan, Michael Hutchinson, Kevin Ochs
LibEE: a multithreaded dependency graph for character animation. DigiPro (2012)
Gonzalo M. Rojas, Ulrich Raff, Juan Carlos Quintana, Isidro L. Huete, Michael Hutchinson
Image fusion in neuroradiology: Three clinical examples including MRI of Parkinson disease. Comput. Medical Imaging Graph. 31 (1) (2007)
Michael Hutchinson, Ulrich Raff, Sergey Lebedev
MRI correlates of pathology in parkinsonism: : segmented inversion recovery ratio imaging (SIRRIM). NeuroImage 20 (3) (2003)
Apostol Vassilev, Michael Hutchinson
Authentication Framework for Smart Cards. BIOSIG (2003)