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@STRING{AAAI = {{Proceedings of the {AAAI} Conference on Artificial Intelligence ({AAAI})}} }
@STRING{ACCV = {{Proceedings of the Asian Conference on Computer Vision ({ACCV})}} }
@STRING{ACRA = {{Australian Conference on Robotics and Automation (ACRA)}} }
@STRING{ACMTOG = {{ACM Transactions on Graphics}} }
@STRING{AI = {{Artificial Intelligence}} }
@STRING{AISTATS = {{International Conference on Artificial Intelligence and Statistics ({AISTATS})}} }
@STRING{AR = {{Autonomous Robots}} }
@STRING{AVC = {{Proceedings of the Alvey Vision Conference}} }
@STRING{BMVC = {{Proceedings of the British Machine Vision Conference ({BMVC})}} }
@STRING{CG = {{Computers and Graphics}} }
@STRING{CORL = {{Conference on Robot Learning ({CoRL})}} }
@STRING{CRV = {{Proceedings of the Conference on Computer and Robot Vision ({CRV})}} }
@STRING{CVGIP = {{Computer Vision, Graphics, and Image Processing}} }
@STRING{CVGIPIU = {{{CVGIP}: Image Understanding}} }
@STRING{CVIU = {{Computer Vision and Image Understanding ({CVIU})}} }
@STRING{CVMP = {{Proceedings of the Conference on Visual Media Production ({CVMP})}} }
@STRING{CVPR = {{Proceedings of the {IEEE} Conference on Computer Vision and Pattern Recognition ({CVPR})}} }
@STRING{CVPRW = {{Proceedings of the {IEEE} Conference on Computer Vision and Pattern Recognition Workshops ({CVPRW})}} }
@STRING{DAGM = {{Proceedings of the {DAGM} Symposium on Pattern Recognition}} }
@STRING{DICTA = {{Proceedings of the Digital Image Computing on Techniques and Applications ({DICTA})}} }
@STRING{ECCV = {{Proceedings of the European Conference on Computer Vision ({ECCV})}} }
@STRING{ECMR = {{Proceedings of the European Conference on Mobile Robotics ({ECMR})}} }
@STRING{EG = {{Proceedings of Eurographics}} }
@STRING{FATCGV = {{Foundations and Trends in Computer Graphics and Vision}} }
@STRING{IAV = {{Proceedings of the {IFAC} Symposium on Intelligent Autonomous Vehicles ({IAV})}} }
@STRING{IBPRIA = {{Proceedings of the Iberian Conference on Pattern Recognition and Image Analysis ({IBPRIA})}} }
@STRING{ICCP = {{Proceedings of the {IEEE} International Conference on Computational Photography ({ICCP})}} }
@STRING{ICCV = {{Proceedings of the International Conference on Computer Vision ({ICCV})}} }
@STRING{ICCVW = {{Proceedings of the International Conference on Computer Vision Workshops ({ICCVW})}} }
@STRING{ICANN = {{Proceedings of the International Conference on Artificial Neural Networks ({ICANN})}} }
@STRING{ICIP = {{Proceedings of the {IEEE} International Conference on Image Processing ({ICIP})}} }
@STRING{ICLR = {{Proceedings of the International Conference on Learning Representations ({ICLR})}} }
@STRING{ICML = {{Proceedings of the International Conference on Machine Learning ({ICML})}} }
@STRING{ICPR = {{Proceedings of the International Conference on Pattern Recognition ({ICPR})}} }
@STRING{ICRA = {{Proceedings of the {IEEE} International Conference on Robotics and Automation ({ICRA})}} }
@STRING{ICVS = {{International Conference on Computer Vision Systems ({ICVS})}} }
@STRING{IISW = {{International Image Sensor Workshop ({IISW})}} }
@STRING{IJCAI = {{Proceedings of the International Joint Conference on Artificial Intelligence ({IJCAI})}} }
@STRING{IJCNN = {{Proceedings of the International Joint Conference on Neural Networks ({IJCNN})}} }
@STRING{IJCV = {{International Journal of Computer Vision ({IJCV})}} }
@STRING{IJHR = {{International Journal of Humanoid Robotics ({IJHR})}} }
@STRING{IJPRAI = {{International Journal of Pattern Recognition in Artificial Intelligence}} }
@STRING{IJRR = {{International Journal of Robotics Research ({IJRR})}} }
@STRING{IPCAI = {{Information Processing in Computer-Assisted Interventions ({IPCAI})}} }
@STRING{IROS = {{Proceedings of the {IEEE/RSJ} Conference on Intelligent Robots and Systems ({IROS})}} }
@STRING{ISCAS = {{IEEE International Symposium on Circuits and Systems ({ISCAS})}} }
@STRING{ISER = {{Proceedings of the International Symposium on Experimental Robotics ({ISER})}} }
@STRING{ISMAR = {{Proceedings of the International Symposium on Mixed and Augmented Reality ({ISMAR})}} }
@STRING{ISR = {{Proceedings of the International Symposium on Robotics (ISR)}} }
@STRING{ISRR = {{Proceedings of the International Symposium on Robotics Research ({ISRR})}} }
@STRING{ISVC = {{Proceedings of the International Symposium on Visual Computing ({ISVC)}}} }
@STRING{ITHREED = {{Proceedings of the Symposium on Interactive 3D Graphics and Games}} }
@STRING{ITSC = {{Proceedings of the International {IEEE} Conference on Intelligent Transportation Systems ({ITSC})}} }
@STRING{IV = {{Proceedings of the {IEEE} Intelligent Vehicles Symposium ({IV})}} }
@STRING{IVC = {{Image and Vision Computing ({IVC})}} }
@STRING{JAIR = {{Journal of Artificial Intellignece Research}} }
@STRING{JFR = {{Journal of Field Robotics ({JFR})}} }
@STRING{JIRS = {{Journal of Intelligent and Robotic Systems}} }
@STRING{JMIV = {{Journal of Mathematical Imaging and Vision}} }
@STRING{JNN = {{Journal of Neural Networks}} }
@STRING{JRTIP = {{Journal of Real-Time Image Processing {JRTIP}}} }
@STRING{JSSC = {{IEEE Journal of Solid-State Circuits ({JSSC})}} }
@STRING{JVCA = {{Journal of Visualization and Computer Animation}} }
@STRING{JVCIR = {{Journal of Visual Communication and Image Representation}} }
@STRING{LDRMC = {{Workshop on Live Dense Reconstruction from Moving Cameras at {ICCV}}} }
@STRING{MICCAI = {{Proceedings of the International Conference on Medical Image Computing and Computer Assisted Intervention ({MICCAI})}} }
@STRING{MVA = {{Journal of Machine Vision and Applications}} }
@STRING{NeurIPS = {{Neural Information Processing Systems ({NeurIPS})}} }
@STRING{NNLS = {{{IEEE} Transactions on Neural Networks and Learning Systems}} }
@STRING{ PAMI = {{{IEEE} Transactions on Pattern Analysis and Machine Intelligence ({PAMI})}} }
@STRING{PR = {{Pattern Recognition}} }
@STRING{PSYR = {{Psychological Review}} }
@STRING{RAL = {{{IEEE} Robotics and Automation Letters}} }
@STRING{RAS = {{Robotics and Autonomous Systems}} }
@STRING{ROMAN = {{Proceedings of the International Symposium on Robot and Human Interactive Communication ({ROMAN})}} }
@STRING{RSJ = {{Proceedings of the Annual Conference of the Robotics Society of Japan ({RSJ})}} }
@STRING{RSS = {{Proceedings of Robotics: Science and Systems ({RSS})}} }
@STRING{RSSRGBD = {{Workshop on {RGB-D}: Advanced Reasoning with Depth Cameras, in conjunction with Robotics: Science and Systems}} }
@STRING{SENSORS = {{{IEEE} Sensors Journal}} }
@STRING{SIGGRAPH = {{Proceedings of {SIGGRAPH}}} }
@STRING{SIGGRAPHASIA = {{{SIGGRAPH Asia}}} }
@STRING{SMC = {{Proceedings of the International Conference on Systems, Man and Cybernetics, ({SMC})}} }
@STRING{SMILE = {{Proceedings of the Workshop on Structure from Multiple Images of Large Scale Environments ({SMILE}), in conjunction with ECCV}} }
@STRING{SPIC = {{Proceedings of Signal Processing: Image Communication ({SPIC})}} }
@STRING{SPL = {{{IEEE} Signal Processing Letters}} }
@STRING{SPIE_EI = {{Proceedings of {SPIE} Electronic Imaging}} }
@STRING{THREEDIM = {{Proceedings of the {IEEE} International Workshop on {3D} Digital Imaging and Modeling ({3DIM})}} }
@STRING{THREEDPVT = {{Proceedings of the International Symposium on 3D Data Processing, Visualization and Transmission ({3DPVT})}} }
@STRING{THREEDV = {{Proceedings of the International Conference on 3D Vision ({3DV})}} }
@STRING{TIP = {{{IEEE} Transactions on Image Processing}} }
@STRING{TOG = {{{{ACM} Transactions on Graphics ({TOG})}}} }
@STRING{TRA = {{{IEEE} Transactions on Robotics and Automation}} }
@STRING{TRO = {{{IEEE} Transactions on Robotics ({T-RO})}} }
@STRING{UIST = {{Proceedings of {ACM} Symposium on User Interface Software and Technolog ({UIST})}} }
@STRING{UAI = {{Proceedings of Conference on Uncertainty in Artificial Intelligence ({UAI})}} }
@STRING{VCG = {{{IEEE} Transactions on Visualization and Computer Graphics ({VGC})}} }
@STRING{VICRA = {{Video Proceedings of the {IEEE} International Conference on Robotics and Automation ({ICRA})}} }
@STRING{VISALG = {{Proceedings of the International Workshop on Vision Algorithms, in association with {ICCV}}} }
@STRING{VMV = {{Proceedings of the International Workshop on Vision, Modelling and Visualization ({VMV})}} }
@STRING{W3DRR = {{Workshop on 3D Representation and Recognition, in conjunction with International Conference on Computer Vision}} }
@STRING{WACV = {{Proceedings of the {IEEE} Winter Conference on Applications of Computer Vision ({WACV})}} }
@STRING{WRVS = {{Proceedings of the {IEEE} Workshop on Representations of Visual Scenes}} }
@STRING{JMLR = {{Journal of Machine Learning Research ({JMLR})}} }
@STRING{TMLR = {{Transactions on Machine Learning Research ({TMLR})}} }
@article{Flachot2023Can,
title={Can deep neural networks for intrinsic image decomposition model human lightness constancy?},
author={Flachot, Alban and Patel, Jaykishan and Patel, Khushbu and Wallis, Tom SA and Brubaker, Marcus A and Brainard, David H and Murray, Richard F},
journal={Journal of Vision},
volume={23},
number={9},
pages={5467--5467},
year={2023},
publisher={The Association for Research in Vision and Ophthalmology}
}
@article{Patel2023Deep,
title={A deep convolutional neural network trained to infer surface reflectance is deceived by mid-level lightness illusions},
author={Patel, Jaykishan and Flachot, Alban and Vazquez-Corral, Javier and Brainard, David H and Wallis, Thomas SA and Brubaker, Marcus A and Murray, Richard F},
journal={Journal of Vision},
volume={23},
number={9},
pages={4817--4817},
year={2023},
publisher={The Association for Research in Vision and Ophthalmology}
}
@article{Sastry2022Efficient,
title={{Efficient CDF Approximations for Normalizing Flows}},
author={Chandramouli Shama Sastry and Andreas Lehrmann and Marcus A. Brubaker and Alexander Radovic},
journal=TMLR,
year={2022},
eprint={2202.11322},
archivePrefix={arXiv},
primaryClass={cs.LG},
url={https://openreview.net/forum?id=LnjclqBl8R},
url_arXiv={https://arxiv.org/abs/2202.11322}
}
@article{KobyzevPAMI2020,
title={Normalizing Flows: An Introduction and Review of Current Methods},
author={Kobyzev, Ivan and Prince, Simon J.D. and Brubaker, Marcus A.},
journal=PAMI,
year={2020},
eprint={1908.09257},
archivePrefix={arXiv},
primaryClass={stat.ML},
url_arXiv={https://arxiv.org/abs/1908.09257}
}
@article{GhorbaniSCA2020,
title={Probabilistic Character Motion Synthesis using a Hierarchical Deep Latent Variable Model},
author={Ghorbani, Saeed and Wloka, Calden and Etemad, Ali and Brubaker, Marcus A. and Troje, Nikolaus F.},
journal={{Proceedings of Symposium on Computer Animation (SCA) in Computer Graphics Forum}},
year={2020},
volume={39},
number={8},
url_Paper = {https://doi.org/10.1111/cgf.14116},
url_Local = {GhorbaniSCA2020.pdf}
}
@article{PunjaniNatureMethods2017,
author = {Ali Punjani and John L. Rubinstein and David J. Fleet and Marcus A. Brubaker},
title = {{cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination}},
journal = {{Nature Methods}},
year = {2017},
volume = {14},
number = {3},
pages = {{290 -- 296}},
url_Preprint = {PunjaniCryoSPARCNMeth2017.pdf},
url_Paper = {https://rdcu.be/o3Ac},
url_Software = {https://cryosparc.com},
}
@article{CarpenterJSS2017,
author = {Bob Carpenter and Andrew Gelman and Matt Hoffman and Daniel Lee and Ben Goodrich and Michael Betancourt and Marcus A. Brubaker and Jiqiang Guo and Peter Li and Allen Riddell},
title = {{Stan: A Probabilistic Programming Language}},
journal = {{Journal of Statistical Software}},
volume = {76},
number = {1},
year = {2017},
url_Paper = {CarpenterJSS2017.pdf},
url_Website = {https://www.jstatsoft.org/article/view/v076i01},
url_Software = {https://mc-stan.org},
}
@article{DuezJFS2017,
author = {Pierre Duez and Todd Weller and Marcus A. Brubaker and Richard E. Hockensmith and Ryan Lilien},
title = {Development and validation of a virtual examination tool for firearm forensics},
journal = {Journal of Forensic Sciences},
year = {2017},
url_Paper = {https://doi.org/10.1111/1556-4029.13668}
}
@article{BrubakerCryoEMPAMI2016,
author = {Ali Punjani and Marcus A. Brubaker and David J. Fleet},
title = {{Building Proteins in a Day: Efficient 3D Molecular Structure Estimation with Electron Cryomicroscopy}},
journal = PAMI,
year = {2017},
url_Paper = {PunjaniCryoEMPAMI2016.pdf}
}
@article{BrubakerLostPAMI2016,
author = {Marcus A. Brubaker and Andreas Geiger and Raquel Urtasun},
title = {{Map-based Probabilistic Visual Self-Localization}},
journal = PAMI,
year = {2016},
url_Paper = {BrubakerLostPAMI2016.pdf}
}
@article{WellerAFTEJournal2015,
author = {Todd Weller and Marcus A. Brubaker and Pierre Duez and Ryan Lilien},
title = {{Introduction and Initial Evaluation of a Novel Three-Dimensional Imaging and Analysis System for Firearm Forensics}},
journal = {{Association of Firearm and Tool Mark Examiners (AFTE) Journal}},
volume = {47},
number = {4},
pages = {198 -- 208},
year = {2015},
url_Journal = {https://afte.org/afte-journal}
}
@article{RubinsteinCryoEMAlignment2015,
author = {John L. Rubinstein and Marcus A. Brubaker},
title = {{Alignment of cryo-EM movies of individual particles by optimization of image translations}},
journal = {{Journal of Structural Biology}},
volume = {192},
number = {2},
pages = {188 -- 195},
year = {2015},
eprint={1409.6789},
archivePrefix={arXiv},
primaryClass={q-bio.QM},
url_arXiv = {https://arxiv.org/abs/1409.6789},
url_Paper = {https://dx.doi.org/10.1016/j.jsb.2015.08.007},
}
@article{ZhaoJSBAnisotropy2015,
title = {{Description and comparison of algorithms for correcting anisotropic magnification in cryo-EM images}},
author = {Jianhua Zhao and Marcus A. Brubaker and Samir Benlekbir and John L. Rubinstein},
journal = {{Journal of Structural Biology}},
volume = {192},
number = {2},
pages = {209 -- 215},
year = {2015},
eprint={1501.05928},
archivePrefix={arXiv},
primaryClass={physics.ins-det},
url_arXiv = {https://arxiv.org/abs/1501.05928},
url_Paper = {https://dx.doi.org/10.1016/j.jsb.2015.06.014},
}
@article{Cao2015,
author = {Yanshuai Cao and Marcus A. Brubaker and David J. Fleet and Aaron Hertzmann},
title = {{Efficient Optimization for Sparse Gaussian Process Regression}},
journal = PAMI,
volume = {37},
number = {12},
pages = {2415 -- 2427},
year = {2015},
url_Paper = {Cao2015.pdf},
}
@article{Zhao2013,
author = {Jianhua Zhao and Marcus A. Brubaker and John L. Rubinstein},
title = {{TMaCS: A hybrid template matching and classification system for partially-automated particle selection}},
journal = {Journal of Structural Biology},
volume = {181},
number = {3},
pages = {234 -- 242},
year = {2013},
url_Paper = {https://dx.doi.org/10.1016/j.jsb.2012.12.010},
url_Code = {https://www.sickkids.ca/Research/Rubinstein/Software/index.html},
}
@article{BrubakerIJCV2010,
author = {Marcus A. Brubaker and David J. Fleet and Aaron Hertzmann},
title = {{Physics-based Person Tracking using the Anthropomorphic Walker}},
journal = IJCV,
volume = {87},
pages = {140--155},
number = {1},
year = {2010},
url_Paper = {BrubakerIJCV2010.pdf},
url_Website = {https://www.cs.toronto.edu/~mbrubake/permanent/awalker}
}
@article{Jaitly2010,
author = {Navdeep Jaitly and Marcus A. Brubaker and John Rubinstein and Ryan H. Lilien},
title = {{A Bayesian Method for 3-D Macromolecular Structure Inference using Class Average Images from Single Particle Electron Microscopy}},
journal = {Bioinformatics},
year = {2010},
volume = {26},
pages = {2406-2415},
url_Paper = {https://bioinformatics.oxfordjournals.org/cgi/reprint/btq456?ijkey=TR5pnBrtbyXdqN6&keytype=ref},
url_Website = {https://compbio.cs.toronto.edu/cryoem/}
}
@inproceedings{Yu2024PolyOculus,
title={PolyOculus: Simultaneous Multi-view Image-based Novel View Synthesis},
author={Jason J. Yu and Tristan Aumentado-Armstrong and Fereshteh Forghani and Konstantinos G. Derpanis and Marcus A. Brubaker},
year={2024},
booktitle=ECCV,
eprint={2402.17986},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2402.17986},
}
@inproceedings{Mirzaei2023WatchYourSteps,
title={Watch Your Steps: Local Image and Scene Editing by Text Instructions},
author={Ashkan Mirzaei and Tristan Aumentado-Armstrong and Marcus A. Brubaker and Jonathan Kelly and Alex Levinshtein and Konstantinos G. Derpanis and Igor Gilitschenski},
year={2024},
booktitle=ECCV,
eprint={2308.08947},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2308.08947},
}
@inproceedings{Mosleh2024NonparametricNoise,
title={Non-parametric Sensor Noise Modeling and Synthesis},
author={Ali Mosleh and Luxi Zhao and Atin Singh Jaeduk Han and Abhijith Punnappurath and Marcus A. Brubaker and Jihwan Choe and Michael S. Brown},
year={2024},
booktitle=ECCV,
}
@inproceedings{Yu2023LongTerm,
title={Long-Term Photometric Consistent Novel View Synthesis with Diffusion Models},
author={Jason J. Yu and Fereshteh Forghani and Konstantinos G. Derpanis and Marcus A. Brubaker},
year={2023},
booktitle=ICCV,
eprint={2304.10700},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2304.10700}
}
@inproceedings{Mirzaei2023ReferenceGuided,
title={Reference-guided Controllable Inpainting of Neural Radiance Fields},
author={Ashkan Mirzaei and Tristan Aumentado-Armstrong and Marcus A. Brubaker and Jonathan Kelly and Alex Levinshtein and Konstantinos G. Derpanis and Igor Gilitschenski},
year={2023},
booktitle=ICCV,
eprint={2304.09677},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2304.09677},
url_Website = {https://ashmrz.github.io/reference-guided-3d/}
}
@inproceedings{Mirzaei2023SpinNerf,
title={{SPIn-NeRF: Multiview Segmentation and Perceptual Inpainting with Neural Radiance Fields}},
author={Ashkan Mirzaei and Tristan Aumentado-Armstrong and Konstantinos G. Derpanis and Jonathan Kelly and Marcus A. Brubaker and Igor Gilitschenski and Alex Levinshtein},
year={2023},
booktitle=CVPR,
eprint={2211.12254},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2211.12254}
url_Website = {https://spinnerf3d.github.io/},
}
@inproceedings{Shekarforoush2022ResidualMFN,
title = {Residual Multiplicative Filter Networks for Multiscale Reconstruction},
author = {Shekarforoush, Shayan and Lindell, David B. and Fleet, David J. and Brubaker, Marcus A.},
year = {2022},
booktitle=NeurIPS,
eprint={2206.00746},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2206.00746},
}
@inproceedings{Nam2022Neural,
title={Neural Image Representations for Multi-Image Fusion and Layer Separation},
author={Seonghyeon Nam and Marcus A. Brubaker and Michael S. Brown},
year={2022},
booktitle=ECCV,
eprint={2108.01199},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2108.01199},
url_Website = {https://snam.ml/research/nir}
}
@inproceedings{Maleky2022Noise2NoiseFlow,
title={{Noise2NoiseFlow: Realistic Camera Noise Modeling without Clean Images}},
author={Ali Maleky and Shayan Kousha and Michael S. Brown and Marcus A. Brubaker},
year={2022},
booktitle=CVPR,
eprint={2206.01103},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2206.01103},
url_Website = {https://yorkucvil.github.io/Noise2NoiseFlow/},
}
@inproceedings{Kousha2022ModelingsRGB,
title={{Modeling sRGB Camera Noise with Normalizing Flows}},
author={Shayan Kousha and Ali Maleky and Michael S. Brown and Marcus A. Brubaker},
year={2022},
booktitle=CVPR,
eprint={2206.00812},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2206.00812},
url_Website = {https://yorkucvil.github.io/sRGBNoise/},
}
@inproceedings{Nam2022Learning,
title={{Learning sRGB-to-Raw De-rendering with Content-Aware Metadata}},
author={Seonghyeon Nam and Abhijith Punnappurath and Marcus A. Brubaker and Michael S. Brown},
year={2022},
booktitle=CVPR,
eprint={2206.01813},
archivePrefix={arXiv},
primaryClass={eess.IV},
url_arXiv = {https://arxiv.org/abs/2206.01813},
url_Code = {https://github.com/SamsungLabs/content-aware-metadata},
}
@inproceedings{Brofos2021Adaptation,
title={Adaptation of the Independent Metropolis-Hastings Sampler with Normalizing Flow Proposals},
author={James A. Brofos and Marylou Gabri\'{e} and Marcus A. Brubaker and Roy R. Lederman},
year={2022},
booktitle=AISTATS,
eprint={2110.13216},
archivePrefix={arXiv},
primaryClass={stat.CO},
url_arXiv={https://arxiv.org/abs/2110.13216}
}
@inproceedings{AfifiWACV2021Auto,
title={Auto White-Balance Correction for Mixed-Illuminant Scenes},
author={Mahmoud Afifi and Marcus A. Brubaker and Michael S. Brown},
year={2022},
booktitle=WACV,
eprint={2109.08750},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2109.08750},
url_Code = {https://github.com/mahmoudnafifi/mixedillWB}
}
@inproceedings{DengNeurIPS2021Continuous,
title={Continuous Latent Process Flows},
author={Ruizhi Deng and Marcus A. Brubaker and Greg Mori and Andreas Lehrmann},
year={2021},
booktitle = NeurIPS,
eprint={2106.15580},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_arXiv = {https://arxiv.org/abs/2106.15580},
}
@inproceedings{Afifi2021HistoGAN,
title={HistoGAN: Controlling Colors of GAN-Generated and Real Images via Color Histograms},
author={Mahmoud Afifi and Marcus A. Brubaker and Michael S. Brown},
booktitle=CVPR,
year={2021},
eprint={2011.11731},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2010.13821},
}
@inproceedings{YuNeurIPS2020WaveletFlow,
title={{Wavelet Flow: Fast Training of High Resolution Normalizing Flows}},
author={Yu, Jason J. and Derpanis, Konstantinos and Brubaker, Marcus A.},
booktitle=NeurIPS,
year={2020},
eprint={2010.13821},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2010.13821},
url_Website = {https://yorkucvil.github.io/Wavelet-Flow/},
url_Code = {https://github.com/YorkUCVIL/Wavelet-Flow/}
}
@inproceedings{DengNeurIPS2020CNFP,
title={{Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows}},
author={Deng, Ruizhi and Chang, Bo and Brubaker, Marcus A. and Mori, Greg and Lehrmann, Andreas},
booktitle=NeurIPS,
year={2020},
eprint={2002.10516},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_arXiv = {https://arxiv.org/abs/2002.10516},
url_Code = {https://github.com/BorealisAI/continuous-time-flow-process}
}
@inproceedings{JainiICML2020Tails,
title={Tails of Lipschitz Triangular Flows},
author={Jaini, Priyank and Kobyzev, Ivan and Brubaker, Marcus A. and Yu, Yaoliang},
booktitle=ICML,
year={2020},
eprint={1907.04481},
archivePrefix={arXiv},
primaryClass={math.ST},
url_arXiv={https://arxiv.org/abs/1907.04481}
}
@inproceedings{GoelAAAI2020,
title={{Diachronic Embedding for Temporal Knowledge Graph Completion}},
author={Rishab Goel and Seyed Mehran Kazemi and Marcus A. Brubaker and Pascal Poupart},
booktitle=AAAI,
year={2020},
eprint={1907.03143},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_arXiv = {https://arxiv.org/abs/1907.03143},
url_Paper={GoelAAAI2020.pdf}
}
@inproceedings{AbdelhamedICCV2019,
title={{Noise Flow: Noise Modeling with Conditional Normalizing Flows}},
author={Abdelrahman Abdelhamed and Marcus A. Brubaker and Michael S. Brown},
booktitle=ICCV,
year={2019},
eprint={1908.08453},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/1908.08453},
url_Paper={AbdelhamedICCV2019.pdf},
url_Supplemental={AbdelhamedICCV2019-Supplemental.pdf},
url_Code = {https://github.com/BorealisAI/noise_flow}
}
@inproceedings{MasoumzadehBMVC2019,
title={{HydraPicker: Fully Automated Particle Picking in Cryo-EM by Utilizing Dataset Bias in Single Shot Detection}},
author={Abbas Masoumzadeh and Marcus A. Brubaker},
booktitle=BMVC,
year={2019},
url_Paper={MasoumzadehBMVC2019.pdf},
url_Supplemental={MasoumzadehBMVC2019-Supplemental.zip},
url_Code={https://github.com/AbbasMZ/HydraPicker_Colab}
}
@inproceedings{UllrichUAI2019,
title={{Differentiable probabilistic models of scientific imaging with the Fourier slice theorem}},
author={Karen Ullrich and Rianne van den Berg and Marcus A. Brubaker and David J. Fleet and Max Welling},
booktitle=UAI,
year={2019},
eprint={1906.07582},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_arXiv = {https://arxiv.org/abs/1906.07582},
url_Paper={UllrichUAI2019.pdf},
url_OpenReview={https://openreview.net/forum?id=rJG7g9xnL4}
}
@inproceedings{SharmaIJCAI2019,
title={{On the Effectiveness of Low Frequency Perturbations}},
author={Yash Sharma and Gavin Weiguang Ding and Marcus A. Brubaker},
booktitle=IJCAI,
year={2019},
eprint={1903.00073},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_Paper={SharmaIJCAI2019.pdf},
url_arXiv={https://arxiv.org/abs/1903.00073}
}
@inproceedings{Tesfaldet2018,
author = {Matthew Tesfaldet and Marcus A. Brubaker and Konstantinos G. Derpanis},
title = {{Two-Stream Convolutional Networks for Dynamic Texture Synthesis}},
booktitle = CVPR,
year = {2018},
eprint={1706.06982},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_Website = {https://ryersonvisionlab.github.io/two-stream-projpage/},
url_Paper = {Tesfaldet2017.pdf},
url_arXiv = {https://arxiv.org/abs/1706.06982},
}
@inproceedings{LivneCRV2018,
author = {Micha Livne and Leonid Sigal and Marcus A. Brubaker and David J. Fleet},
title = {{Walking on Thin Air: Environment-Free Physics-based Markerless Motion Capture}},
booktitle = CRV,
year = {2018},
eprint={1812.01203},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/1812.01203},
url_Paper = {LivneCRV2018.pdf},
url_Supplemental = {LivenCRV2018-Supplemental.pdf},
url_Website = {https://research.seraphlabs.ca/u-of-t/performance-capture/},
url_Video = {LivneCRV2018-Video.mp4}
}
@inproceedings{MaLost2ICRA2017,
author = {Wei-Chiu Ma and Shenlong Wang and Marcus A. Brubaker and Sanja Fidler and Raquel Urtasun},
title = {{Find your Way by Observing the Sun and Other Semantic Cues}},
booktitle = ICRA,
year = {2017},
eprint={1606.07415},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_Paper = {MaLost2ICRA2017.pdf},
url_arXiv = {https://arxiv.org/abs/1606.07415},
url_YouTube = {https://youtu.be/tOVWptik0qI}
}
@inproceedings{LuoLIDCWACV2017,
author = {Zhi Hao Luo and Marcus A. Brubaker and Michael Brudno},
title = {{Size and Texture-based Classification of Lung Tumors with 3D CNNs}},
booktitle = WACV,
year = {2017},
url_Paper = {LuoLIDCWACV2017.pdf}
}
@inproceedings{WangDeepGPAISTATS2016,
author = {Yali Wang and Marcus A. Brubaker and Brahim Chaib-draa and Raquel Urtasun},
title = {{Sequential Inference for Deep Gaussian Process}},
booktitle = AISTATS,
year = {2016},
url_Paper = {WangDeepGPAISTATS2016.pdf},
}
@inproceedings{BrubakerCryoEMCVPR2015,
author = {Marcus A. Brubaker and Ali Punjani and David J. Fleet},
title = {{Building Proteins in a Day: Efficient 3D Molecular Reconstruction}},
booktitle = CVPR,
year = {2015},
eprint={1504.03573},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_Paper = {BrubakerCryoEMCVPR2015.pdf},
url_arXiv = {https://arxiv.org/abs/1504.03573},
url_Extended_Abstract = {BrubakerCryoEMCVPR2015-ExtAbs.pdf},
url_GitHub = {https://github.com/mbrubake/cryoem-cvpr2015},
url_Presentation = {https://techtalks.tv/talks/building-proteins-in-a-day-efficient-3d-molecular-reconstruction/61603/}
}
@inproceedings{Wang2014,
author = {Yali Wang and Marcus A. Brubaker and Brahim Chaib-draa and Raquel Urtasun},
title = {{Bayesian Filtering with Online Gaussian Process Latent Variable Models}},
booktitle = UAI,
year = {2014},
url_Paper = {Wang2014.pdf},
}
@inproceedings{Cao2013,
author = {Yanshuai Cao and Marcus A. Brubaker and Aaron Hertzmann and David J. Fleet},
title = {{Efficient Optimization for Sparse Gaussian Process Regression}},
booktitle = NeurIPS,
year = {2013},
eprint={1310.6007},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_Paper = {Cao2013.pdf},
url_arXiv = {https://arxiv.org/abs/1310.6007},
url_Website = {https://www.cs.toronto.edu/~caoy/opt_sgpr},
url_Proceedings = {https://papers.nips.cc/paper/5087-efficient-optimization-for-sparse-gaussian-process-regression}
}
@inproceedings{Brubaker2013,
author = {Marcus A. Brubaker and Andreas Geiger and Raquel Urtasun},
title = {{Lost! Leveraging the Crowd for Probabilistic Visual Self-Localization}},
booktitle = CVPR,
year = {2013},
url_Paper = {Brubaker2013.pdf},
url_Supplemental = {Brubaker2013-Supplemental.pdf},
url_Poster = {Brubaker2013-Poster.pdf},
url_Slides = {Brubaker2013-Slides.pdf},
url_Presentation = {https://techtalks.tv/talks/lost-leveraging-the-crowd-for-probabilistic-visual-self-localization/58677/},
url_Video = {Brubaker2013-Video.mp4},
url_YouTube = {https://youtu.be/4Z3shNPOdQA},
url_Website = {https://www.cs.toronto.edu/~mbrubake/projects/map},
}
@inproceedings{BrubakerAISTATS2012,
author = {Marcus A. Brubaker and Mathieu Salzmann and Raquel Urtasun},
title = {{A Family of {MCMC} Methods on Implicitly Defined Manifolds}},
booktitle = AISTATS,
year = {2012},
url_Paper = {BrubakerAISTATS2012.pdf},
url_Poster = {BrubakerAISTATS2012-Poster.pdf},
url_Website = {https://www.cs.toronto.edu/~mbrubake/projects/cmcmc}
}
@inproceedings{BrubakerICCV2009,
author = {Marcus A. Brubaker and Leonid Sigal and David J. Fleet},
title = {{Estimating Contact Dynamics}},
booktitle = ICCV,
year = {2009},
url_Paper = {BrubakerICCV2009.pdf},
url_MocapResults = {BrubakerICCV2009-MocapResults.avi},
url_MocapYouTube = {https://youtu.be/RbL0zx53DQg},
url_VideoResults = {BrubakerICCV2009-VideoResults.avi},
url_VideoYouTube = {https://youtu.be/NZ4U8oO--6M},
}
@inproceedings{BrubakerCVPR2008,
author = {Marcus A. Brubaker and David J. Fleet},
title = {{The Kneed Walker for Human Pose Tracking}},
booktitle = CVPR,
year = {2008},
url_Paper = {BrubakerCVPR2008.pdf},
url_Video = {BrubakerCVPR2008-Results.avi},
url_YouTube = {https://youtu.be/-rUM4ZxCD0I},
}
@inproceedings{Brubaker2007,
author = {Marcus A. Brubaker and David J. Fleet and Aaron Hertzmann},
title = {Physics-based person tracking using simplified lower-body dynamics},
booktitle = CVPR,
year = {2007},
url_Paper = {BrubakerCVPR2007.pdf},
url_Video = {BrubakerCVPR2007-Results.avi},
url_YouTube = {https://youtu.be/IZhl9Fo7eUI},
}
@inproceedings{mittal2023exploring,
title={Exploring Exchangeable Dataset Amortization for Bayesian Posterior Inference},
author={Mittal, Sarthak and Bracher, Niels Leif and Lajoie, Guillaume and Jaini, Priyank and Brubaker, Marcus A},
booktitle={{ICML Workshop on Structured Probabilistic Inference \& Generative Modelling}},
year={2023}
url_Paper={https://openreview.net/pdf?id=Zt9A5LmNUG}
}
@inproceedings{woollard2022physics,
title={Physics aware inference for the cryo-EM inverse problem: anisotropic network model heterogeneity, global pose and microscope defocus},
author={Woollard, Geoffrey and Shekarforoush, Shayan and Wood, Frank and Brubaker, Marcus A. and Duc, Khanh Dao},
booktitle={{NeurIPS Workshop on Machine Learning for Structural Biology}},
year={2022},
url_Paper={https://openreview.net/pdf?id=g0UBB4QLiEQ}
}
@inproceedings{Brofos2021ICMLWINNFManifold,
title={Manifold Density Estimation via Generalized Dequantization},
author={James A. Brofos and Marcus A. Brubaker and Roy R. Lederman},
year={2021},
booktitle = {{ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models}},
eprint={2102.07143},
archivePrefix={arXiv},
primaryClass={stat.ML},
url_arXiv = {https://arxiv.org/abs/2102.07143},
url_Code = {https://github.com/JamesBrofos/Manifold-Dequantization}
}
@inproceedings{Radovic2021ICMLWINNFAgent,
title={Agent Forecasting at Flexible Horizons using ODE Flows},
author={Alexander Radovic and Jiawei He and Janahan Ramanan and Marcus A. Brubaker and Andreas Lehrmann},
year={2021},
booktitle = {{ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models}},
url_Paper = {https://openreview.net/forum?id=MvjsWTCfXpA},
}
@inproceedings{Deng2021ICMLWTSContinuous,
title={Continuous Latent Process Flows},
author={Ruizhi Deng and Marcus A. Brubaker and Greg Mori and Andreas Lehrmann},
year={2021},
booktitle = {{ICML Workshop on Time Series}},
eprint={2106.15580},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_arXiv = {https://arxiv.org/abs/2106.15580},
}
@inproceedings{Kousha2021CVPRWFGVCZeroshot,
title={Zero-shot Learning with Class Description Regularization},
author={Shayan Kousha and Marcus A. Brubaker},
year={2021},
booktitle = {{CVPR Workshop on Fine-Grained Visual Categorization}},
eprint={2106.16108},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2106.16108},
}
@inproceedings{Deng2020Modeling,
title={Modeling Continuous Stochastic Processes with Dynamic Normalizing Flows},
author={Ruizhi Deng and Bo Chang and Marcus A. Brubaker and Greg Mori and Andreas Lehrmann},
year={2020},
booktitle = {{ICML Workshop on Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood Models}},
eprint={2002.10516},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_arXiv = {https://arxiv.org/abs/2002.10516},
}
@inproceedings{GoelNIPSW2019,
author = {Rishab Goel and Seyed Mehran Kazemi and Marcus A. Brubaker and Pascal Poupart},
title = {{Diachronic Embedding for Temporal Knowledge Graph Completion}},
booktitle = {{NeurIPS Workshop on Graph Representation Learning}},
month = Dec,
year = {2019},
eprint={1907.03143},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_arXiv = {https://arxiv.org/abs/1907.03143},
}
@inproceedings{MehrasaNIPSW2019,
author = {Nazanin Mehrasa and Ruizhi Deng and Jiawei He and Bo Chang and Thibaut Durand and Mohamed Osama Ahmed and Marcus A. Brubaker and Greg Mori},
title = {{Point Process Flows}},
booktitle = {{NeurIPS Workshop on Learning with Temporal Point Processes}},
month = Dec,
year = {2019},
eprint={1910.08281},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_arXiv = {https://arxiv.org/abs/1910.08281},
}
@inproceedings{TesfaldetECCVW2018,
title={{Convolutional Photomosaic Generation via Multi-scale Perceptual Losses}},
author={Matthew Tesfaldet and Nariman Saftarli and Marcus A. Brubaker and Konstantinos G. Derpanis},
booktitle={{ECCV Workshop on Computer Vision for Fashion, Art and Design}},
year={2018},
url_Website = {https://ryersonvisionlab.github.io/perceptual-photomosaic-projpage/},
url_Paper = {TesfaldetECCVW2018.pdf},
}
@article{PunjaniMM2018,
title={Algorithmic Advances in Single Particle Cryo-EM Data Processing},
volume={24},
DOI={10.1017/S143192761800483X},
number={S1},
journal={Microscopy and Microanalysis},
publisher={Cambridge University Press},
author={Ali Punjani and Haowei Zhang and John Rubinstein and Marcus A. Brubaker and David J. Fleet},
year={2018},
pages={868-869},
url_Paper = {https://www.cambridge.org/core/journals/microscopy-and-microanalysis/article/algorithmic-advances-in-single-particle-cryoem-data-processing/61EF1BBF379A76834B4347E8712A2E9A},
}
@inproceedings{BlakeNIPSW2018,
author = {Christopher Blake and Luyu Wang and Giuseppe Castiglione and Christopher Srinivasa and Marcus A. Brubaker},
title = {On Learning Wire-Length Efficient Neural Networks},
booktitle = {{NeurIPS 2018 Workshop on Compact Deep Neural Network Representation with Industrial Applications}},
month = Dec,
year = {2018},
}
@inproceedings{BrubakerCryoEMBIC2015,
author = {Marcus A. Brubaker and Ali Punjani and David J. Fleet},
title = {{Efficient 3D Macromolecular Reconstruction with Electron Cryomicroscopy}},
booktitle = {{BioImage Computing Workshop at IEEE Conference on Computer Vision and Pattern Recognition}},
month = Jun,
year = {2015},
}
@inproceedings{BrubakerCryoEMNIPS2014,
author = {Ali Punjani and Marcus A. Brubaker},
title = {{Microscopic Advances with Large-Scale Learning: Stochastic Optimization for Cryo-EM}},
booktitle = {{Neural Information Processing Systems Workshop: Machine Learning in Computational Biology (MLCB)}},
month = Dec,
year = {2014},
eprinttype={arxiv},
eprint = {1501.04656},
url_arXiv = {https://arxiv.org/abs/1501.04656},
}
@INPROCEEDINGS{Brubaker2013WS,
author = {Marcus A. Brubaker and Andreas Geiger and Raquel Urtasun},
title = {{Probabilistic Map Localization Through Visual Odometry}},
booktitle = {{Proceedings of SUNw: Scene Understanding Workshop at IEEE Conference on Computer Vision and Pattern Recognition (CVPRW)}},
year = {2013},
url_Paper = {Brubaker2013WS.pdf},
url_Workshop = {https://sunw.csail.mit.edu/2013},
}
@inproceedings{Jaitly2009,
author = {Navdeep Jaitly and Marcus A. Brubaker and John Rubinstein and Ryan Lilien},
title = {{A Bayesian method for 3D reconstruction of macromolecular structure using class averages from single particle electron microscopy}},
booktitle = {Neural Information Processing Systems Workshop: Machine Learning in Computational Biology (MLCB)},
month = Dec,
year = {2009},
}
@inproceedings{Brubaker2006,
author = {Marcus A. Brubaker and David J. Fleet and Aaron Hertzmann},
title = {{Physics-based Human Pose Tracking}},
booktitle = {Neural Information Processing Systems Workshop: Evaluation of Articulated Human Motion and Pose Estimation (EHuM)},
month = Dec,
year = {2006},
}
@misc{Shekarforoush2024ImprovingAbinitioCryoEM,
title={Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference},
author={Shayan Shekarforoush and David B. Lindell and Marcus A. Brubaker and David J. Fleet},
year={2024},
eprint={2406.10455},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2406.10455},
}
@misc{Toader2023EfficientCryoEM,
title={Efficient high-resolution refinement in cryo-EM with stochastic gradient descent},
author={Bogdan Toader and Marcus A. Brubaker and Roy R. Lederman},
year={2023},
eprint={2311.16100},
archivePrefix={arXiv},
primaryClass={math.NA},
url={https://arxiv.org/abs/2311.16100},
}
@misc{AumentadoArmstrong2023LatentNeRF,
title={Reconstructive Latent-Space Neural Radiance Fields for Efficient 3D Scene Representations},
author={Tristan Aumentado-Armstrong and Ashkan Mirzaei and Marcus A. Brubaker and Jonathan Kelly and Alex Levinshtein and Konstantinos G. Derpanis and Igor Gilitschenski},
year={2023},
eprint={2310.17880},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2310.17880},
}
@misc{Shekarforoush2023DualCamera,
title={Dual-Camera Joint Deblurring-Denoising},
author={Shayan Shekarforoush and Amanpreet Walia and Marcus A. Brubaker and Konstantinos G. Derpanis and Alex Levinshtein},
year={2023},
eprint={2309.08826},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2309.08826},
}
@misc{Bose2021EquivariantFlows,
author = {Bose, Avishek Joey and Brubaker, Marcus A. and Kobyzev, Ivan},
title = {Equivariant Finite Normalizing Flows},
eprint={2110.08649},
archivePrefix={arXiv},
primaryClass={cs.LG},
year = {2021},
url_arXiv = {https://arxiv.org/abs/2110.08649},
}
@misc{Afifi2021CAMS,
title={CAMS: Color-Aware Multi-Style Transfer},
author={Mahmoud Afifi and Abdullah Abuolaim and Mostafa Hussien and Marcus A. Brubaker and Michael S. Brown},
year={2021},
eprint={2106.13920},
archivePrefix={arXiv},
primaryClass={cs.CV},
url_arXiv = {https://arxiv.org/abs/2106.13920},
url_Code = {https://github.com/mahmoudnafifi/color-aware-style-transfer}
}
@misc{SharmaDPTutorialPartII2021,
title={{Differential Privacy Tutorial II: Machine Learning and Data Generation}},
author={Guarav Sharma and Nidhi Hegde and Simon J.D. Prince and Marcus A. Brubaker},
month=Mar,
year={2021},
url_blog={https://www.borealisai.com/en/blog/tutorial-13-differential-privacy-ii-machine-learning-and-data-generation/},
}
@misc{BrubakerDPTutorialPartI2021,
title={{Differential Privacy Tutorial I: Introduction}},
author={Marcus A. Brubaker and Simon J.D. Prince},
month=Feb,
year={2021},
url_blog={https://www.borealisai.com/en/blog/tutorial-12-differential-privacy-i-introduction/}
}
@misc{Deng2020Variational,
title={Variational Hyper RNN for Sequence Modeling},
author={Ruizhi Deng and Yanshuai Cao and Bo Chang and Leonid Sigal and Greg Mori and Marcus A. Brubaker},
year={2020},
eprint={2002.10501},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_arXiv = {https://arxiv.org/abs/2002.10501},
}
@misc{Kazemi2019Time2Vec,
title={Time2Vec: Learning a Vector Representation of Time},
author={Seyed Mehran Kazemi and Rishab Goel and Sepehr Eghbali and Janahan Ramanan and Jaspreet Sahota and Sanjay Thakur and Stella Wu and Cathal Smyth and Pascal Poupart and Marcus Brubaker},
year={2019},
eprint={1907.05321},
archivePrefix={arXiv},
primaryClass={cs.LG},
url_arXiv = {https://arxiv.org/abs/1907.05321}
}
@article{BrubakerTechVibes2018,
author = {Marcus A. Brubaker},
title = {{The Integral Cross-Discipline Approach to Pushing AI Research}},
journal = {techvibes.com},
month = Feb,
year = {2018},
url = {https://techvibes.com/2018/02/07/the-integral-cross-discipline-approach-to-pushing-ai-research}
}
@misc{CarpenterStanAD2015,
author = {Bob Carpenter and Matthew D. Hoffman and Marcus A. Brubaker and Daniel Lee and Peter Li and Michael Betancourt},
title = {{The Stan Math Library: Reverse-Mode Automatic Differentiation in C++}},
archivePrefix = "arXiv",
eprint = {1509.07164},
primaryClass = "cs.MS",
year = {2015},
url_arXiv = {https://arxiv.org/abs/1509.07164},
}
@PHDTHESIS{BrubakerPhD2011,
author = {Marcus A. Brubaker},
title = {{Physical Models of Human Motion for Estimation and Scene Analysis}},
school = {University of Toronto},
year = {2011},
url_Thesis = {PhDThesis.pdf}
}
@incollection{BrubakerAISE2009,
author = {Marcus A. Brubaker and Leonid Sigal and David J. Fleet},
title = {{Video-based People Tracking}},
booktitle = {Handbook on Ambient Intelligence and Smart Environments},
publisher = {Springer Verlag},
editor = {H. Nakashima and H. Aghajan and J.C. Augusto},
year = {2009},
url_Paper = {BrubakerAISE2009.pdf},
}
@misc{BrubakerICCVTut2009,
author = {Marcus A. Brubaker and Leonid Sigal and David J. Fleet},
title = {{Physics-based Human Motion Modelling for people tracking: A short tutorial}},
howpublished = {Tutorial at IEEE International Conference of Computer Vision, Kyoto,
Japan},
year = {2009},
}
@MASTERSTHESIS{BrubakerMSc2006,
author = {Marcus A. Brubaker},
title = {Physics-Based Priors for Human Pose Tracking},
school = {University of Toronto},
year = {2006},
url_Thesis = {MScThesis.pdf}
}