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    booktitle = cvpr,
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    @inproceedings{Levin2001,
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@inproceedings{Szeliski2000,
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@INPROCEEDINGS{Baker2007,
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%                   speckle 1, like goodman.
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%                  speckle  equiv scatters
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%@inproceedings{MurphyEtAl99,
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%year=1999}

	
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author = "B. Navez",
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@misc{Gebru2020,
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%note = "http://users.umiacs.umd.edu/~hal/docs/daume19fairness.pdf",
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@inproceedings{Zhao2017,
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%note = "https://arxiv.org/pdf/1707.09457.pdf"
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@misc{dalessandro2017,
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@book{Noble2018,
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@inproceedings{Sattigeri2019,
author = "Prasanna Sattigeri and Samuel C. Hoffman and Vijil Chenthamarakshan and Kush R. Varshney",
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%note = "https://krvarshney.github.io/pubs/SattigeriHCV_safeml2019.pdf"
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@inproceedings{Ramaswamy2021,
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@inproceedings{Wang2020,
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%note = "https://arxiv.org/pdf/1911.11834.pdf"
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@inProceedings{Balakrishnan2020,
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@inproceedings{Denton2019,
author = "Emily Denton and Ben Hutchinson and Margaret Mitchell and Timnit Gebru and Andrew Zaldivar",
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%note = "https://arxiv.org/abs/1906.06439",
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year = 2019}


@misc{Ramaswamy2021b,
author = "Vikram V. Ramaswamy and William T. Freeman and Fei-Fei Li and Pietro Perona and Antonio Torralba and Olga Russakovsky ",
title = "The Future of Computer Vision Datasets.",
%note = "https://visualai.princeton.edu/fcvd/",
howpublished = "Computer Vision and Pattern Recognition Workshop",
year = 2021
}


@inproceedings{Torralba2011,
author = "A. Torralba and A. Efros",
title = "Unbiased Look at Dataset Bias.",
booktitle = cvpr,
year = 2011
% note = "https://people.csail.mit.edu/torralba/publications/datasets_cvpr11.pdf",

}


@misc{Gebru2021,
author = "Timnit Gebru and Emily Denton",
title = "CVPR Workshop: Beyond Fairness: Towards a Just, Equitable, and Accountable Computer Vision.",
url = "https://sites.google.com/view/beyond-fairness-cv/",
year = 2021}




@misc{Grother2019,
author = "Patrick Grother and Mei Ngan and Kayee Hanaoka",
howpublished = "NISTIR 8280",
title = "Face Recognition Vendor Test (FRVT).  Part 3: Demographic Effects.",
%note = "https://nvlpubs.nist.gov/nistpubs/ir/2019/NIST.IR.8280.pdf",
year = 2019}


@ARTICLE{Cavazos2021,
     TITLE= "Accuracy Comparison Across Face Recognition Algorithms: Where Are We on Measuring Race Bias?",
     AUTHOR= "Jacqueline G. Cavazos and P. Jonathon Phillips and Carlos D. Castillo and Alice J. O’Toole",
     JOURNAL= "IEEE transactions on biometrics, behavior, and identity science",
     VOLUME= 3,
     Issue = 1,
     pages = {101--111},
     YEAR= "2021"
} 

@article{Kahn2021,
author = "Jeremy Kahn",
journal = "Fortune",
%month = "January",
day = "19",
title = "HireVue Drops Facial Monitoring Amid AI Algorithm Audit.",
year = 2021}
%note = "https://fortune.com/2021/01/19/hirevue-drops-facial-monitoring-amid-a-i-algorithm-audit/",

                 
@inproceedings{Cummings2004,
    author = {M. L. Cummings},
    title =  {Automation Bias in Intelligent Time Critical Decision Support Systems.},
    booktitle = "AIAA Third Intelligent Systems Conference",
    %note = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.91.2634",
    year = {2004}
}                 


@article{Dwork2014,
author = "C. Dwork and A. Roth",
title = "The Algorithmic Foundations of Differential Privacy.",
journal = "Foundations and Trends in Theoretical Computer Science",
volume = 9,
pages = "211--407",
%note = "https://www.cis.upenn.edu/~aaroth/Papers/privacybook.pdf",
number = "3--4",
year = 2014}

  
@misc{Barth-Jones2012,
author = "Daniel C. Barth-Jones",
howpublished = "SSRN Electronic Journal",
month = "June",
title = "The 'Re-Identification' of Governor William Weld's Medical Information: A Critical Re-Examination of Health Data Identification Risks and Privacy Protections, Then and Now.",
%note = "https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2076397",
year = 2012
}

@misc{Bleasdale2015,
author = "Cecilia Bleasdale",
url="https://en.wikipedia.org/wiki/The_dress",
%month = "February",
year = 2015}


@book{Benjamin2019,
author = "Ruha Benjamin",
title = "Race After Technology.",
publisher = "Polity",
year = 2019}


@book{Huxley1932,
author = "Aldus Huxley",
title = "Brave New World.",
publisher = "Chatto and Windus",
year = 1932}



@book{Orwell1948,
author = "George Orwell",
title = "1984.",
publisher = "Prabhat Prakashan",
year = 1948}



@article{Klare2012,
author = "B. F. Klare and M. J. Burge and J. C. Klontz and R. W. Vorder Bruegge and A. K. Jain",
title = "Face Recognition Performance: Role of Demographic Information.",
journal = "IEEE Trans. on Information Forensics and Security",
volume = 7,
pages = "1789--1801",
%note = "https://www.cis.upenn.edu/~aaroth/Papers/privacybook.pdf",
number = "6",
year = 2012}


@article{Thomson1985,
author = "Judith Jarvis Thomson",
title = "The Trolley Problem.",
journal = "The Yale Law Journal",
volume = 94,
pages = "1395--1415",
%note = "https://digitalcommons.law.yale.edu/cgi/viewcontent.cgi?article=6930&context=ylj",
number = "6",
year = 1985}

@article{Dalmotas1995,
author = "Dainius J. Dalmotas and Regina M. Hurley and Alan German",
title = "Air Bag Deployments Involving Restrained Occupants.",
journal = "SAE Transactions",
volume = 104,
pages = "1507--1512",
%note = "https://www.jstor.org/stable/44612310",
number = "6",
year = 1985}

@article{Wu1982,
author = "Fa-Yueh Wu",
title = "The Potts Model.",
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volume = 54,
pages = "235--268",
number = "1",
year = 1982}


                 
@inproceedings{Hutchinson2019,
    author = {Ben Hutchinson and Margaret Mitchell},
    title =  {50 Years of Test (Un)fairness: Lessons for Machine Learning.},
    booktitle = "FAT* '19: Proceedings of the Conference on Fairness, Accountability, and Transparency",
    pages = "49--58",
%    note = "11:16 in https://www.youtube.com/watch?v=54zKW6kUdTk",
    year = {2019}
}                 

                 
@inproceedings{Dwork2012,
    author = {Cynthia Dwork and Moritz Hardt and Toniann Pitassi and Omer Reingold and Rich Zemel},
    title =  {Fairness Through Awareness.},
    booktitle = "ITCS '12: Proceedings of the Third Innovations in Theoretical Computer Science Conference",
    pages = "214--226",
    %note = "https://arxiv.org/abs/1104.3913",
    year = {2012}
}                 


@article{Dwork_Kohli_Mulligan_2019,
	author = {Dwork, Cynthia and Kohli, Nitin and Mulligan, Deirdre},
	%doi = {10.29012/jpc.689},
	journal = {Journal of Privacy and Confidentiality},
	%month = {Oct.},
	number = {2},
	title = {Differential Privacy in Practice: Expose your Epsilons!},
	%url = {https://journalprivacyconfidentiality.org/index.php/jpc/article/view/689},
	volume = {9},
	year = {2019},
	%bdsk-url-1 = {https://journalprivacyconfidentiality.org/index.php/jpc/article/view/689},
	%bdsk-url-2 = {https://doi.org/10.29012/jpc.689}
 }


@book{barocas-hardt-narayanan,
  title = {Fairness and Machine Learning.},
  author = {Solon Barocas and Moritz Hardt and Arvind Narayanan},
  publisher = {fairmlbook.org},
%  note = {\url{http://www.fairmlbook.org}},
  year = {2019}
}

@misc{Hardt2020,
author = "Moritz Hardt",
%howpublished = "https://www.youtube.com/watch?v=Igq_S_7IfOU",
title = "MLSS 2020, Tübingen",
year = 2020}


@article{Mullainathan2019,
author = "Sendhil Mullainathan",
journal = "New York Times",
title = "Biased Algorithms Are Easier to Fix Than Biased People.",
%month = "Dec.",
day = "6",
year = 2019}
%note = "https://www.nytimes.com/2019/12/06/business/algorithm-bias-fix.html",

              
@inproceedings{Bennett2021,
    author = {Cynthia L. Bennett and Cole Gleason and Morgan Klaus Scheuerman and Jeffrey P. Bigham and Anhong Guo and Alexandra To},
    title =  {'It’s Complicated': Negotiating Accessibility and (Mis)Representation in Image Descriptions of Race, Gender, and Disability.},
    booktitle = "CHI 2021",
    year = {2021}
}                 

@book{Strunk,
  author = {Strunk, William and White, E. B.},
  publisher = {Allyn and Bacon},
location={Boston},
  title = {The Elements of Style.},
  year = 1999
}


@article{doersch2012what,
  title = {What Makes Paris Look like Paris?},
  author = {Carl Doersch and Saurabh Singh and Abhinav Gupta and Josef Sivic and Alexei A. Efros},
  journal = tog,
  volume = {31},
  number = {4},
  pages = {101:1--101:9},
  year = {2012}
}

@misc{cockroach,
author = "Amazon Fashion",
title = "Fun World Adult Cockroach Costume.",
url = "https://www.amazon.com/Fun-World-Costumes-Cockroach-Costume/dp/B0038ZQYRC",
year = 2021}

@misc{puppy,
author = "San Jose Animal Hospital",
url = "http://www.sanjoseanimalhospital.com/puppy-and-kitten-packages",
year = 2021}


@misc{apolloStereo,
author = "W. D. Woods and K. D. MacTaggart and F. O'Brien",
title = "Apollo 11 Flight Journal.",
%note = "https://history.nasa.gov/afj/ap11fj/photos/45.html",
year = 2019}



@misc{McManus2022,
author = "Jim McManus",
title = "Real Titanic 3D.",
url = "http://www.realtitanic3d.com/",
year = 2022}
% jim at lifeis3d.com


@article{Hosni2013,
author = "Asmaa Hosni and Christoph Rhemann and Michael Bleyer and Carsten Rother and Margrit Gelautz",
title = "Fast Cost-Volume Filtering for Visual Correspondence and Beyond.",
journal = pami,
year = 2013,
volume = 35,
number = 2,
pages = "504--511"}


@article{Murphy1986,
title = {On the Gekko Pupil and Scheiner's Disc.},
author = {Christopher J. Murphy and Howard C. Howland},
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volume = {26},
number = {5},
pages = {815-817},
year = {1986}
}
%doi = {https://doi.org/10.1016/0042-6989(86)90097-0},
%url = {https://www.sciencedirect.com/science/article/pii/0042698986900970},
%abstract = {The four pinhole apertures of the constricted gekko pupil are an adaptation fordecreasing the depth of field of the eye, while decreasing the total light flux to the retina. This may be useful for distance estimation at high light levels.}

@book{Lowe1985,
author = {Lowe, David G.},
title = {Perceptual Organization and Visual Recognition.},
year = {1985},
publisher = {Kluwer Academic Publishers}
}

@book{Oppenheim1996,
author = {Oppenheim, Alan V. and Willsky, Alan S. and Nawab, S. Hamid},
title = {Signals and Systems, 2nd ed.},
year = {1996},
publisher = {Prentice-Hall},
address = {Hoboken, NJ}
}

% https://www.cs.cmu.edu/~cil/v-source.html   (by Daniel Oram)   general image rectification


@misc{github2022,
author = "Various",
url = "https://github.com/topics/image-rectification",
year = 2022}


@inproceedings{zhang2019domaininvariant,
  title={Domain-Invariant Stereo Matching Networks.},
  author={Feihu Zhang and Xiaojuan Qi and Ruigang Yang and Victor Prisacariu and Benjamin Wah and Philip Torr},
  booktitle=eccv,
  year={2019}
}

@inproceedings{Zhang2019GANet,
  title={GA-Net: Guided Aggregation Net for End-to-End Stereo Matching.},
  author={Zhang, Feihu and Prisacariu, Victor and Yang, Ruigang and Torr, Philip HS},
  booktitle=cvpr,
  pages={185--194},
  year={2019}
}


@inproceedings{Lipson2021,
  title={RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching.},
  author={L. Lipson and Z. Teed and J. Deng  },
  booktitle={ International Conference on 3D Vision (3DV)
  },
  year={2021}
}

@inproceedings{Chang2018,
  title={Pyramid Stereo Matching Network.},
  author={Jia-Ren Chang and Yong-Sheng Chen},
  booktitle=cvpr,
  year={2018}
}


@inproceedings{Mayer2016,
  title={A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation.},
  author={N. Mayer and E. Ilg and P. Hausser and P. Fischer and D. Cremers abd A. Dosovitskiy, and T. Brox },
  booktitle=cvpr,
  year={2016}
}

@INPROCEEDINGS {Kendall2017,
author = {A. Kendall and H. Martirosyan and S. Dasgupta and P. Henry and R. Kennedy and A. Bachrach and A. Bry},
booktitle = ICCV,
title = {End-to-End Learning of Geometry and Context for Deep Stereo Regression.},
year = {2017},
}


@book{Helmholtz1925,
author = "Hermann von Helmholtz",
title = "Helmholtz's Treatise on Physiological Optics.",
publisher = "Optical Society of America",
%note = "Electronic edition (2001): University of Pennsylvania",
%url= "http//psych.upenn.edu/backuslab/helmholtz",
year = {1925}
}

@article{Shapin2019,
author = "S. Shapin",
title = "A Theorist of (Not Quite) Everything.",
journal = "The New York Review of Books",
%month = "Oct.",
day = "10",
year = 2019}

@article{Besag1974,
 author = {Julian Besag},
 journal = {Journal of the Royal Statistical Society. Series B (Methodological)},
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 publisher = {[Royal Statistical Society, Wiley]},
 title = {Spatial Interaction and the Statistical Analysis of Lattice Systems.},
 volume = {36},
 year = {1974}
}
@INPROCEEDINGS{Baudes2005,
  author={Buades, A. and Coll, B. and Morel, J.-M.},
  booktitle={cvpr}, 
  title={A Non-Local Algorithm for Image Denoising.}, 
  year={2005},
  volume={2},
  pages={60-65 vol. 2}}


@inproceedings{Baudes2011,
author = "A. Baudes and B. Coll and J.-M. Morel",
title =  "Non-local Means Denoising.",
booktitle = "Image Processing On Line",
volume = 1,
year = 2011}

@book{Galileo1610,
author = "G. Galileo",
note = "Translated by Albert Van Helden",
title = "Sidereus Nuncius, or The Sidereal Messenger.",
location = "Chicago",
publisher = "University of Chicago Press",
year = 2015}

@misc{Levoy2010,
author = "Marc Levoy",
title = "Optics I: Lenses and Apertures.",
note = "Stanford University Course.",
year = 2010,
url = "https://graphics.stanford.edu/courses/cs178-13/lectures/optics1-09apr13.pdf"
}

@book{Julez1971,
author = "B. Julez",
title = "Foundations of Cyclopean Perception.",
publisher = "University of Chicago Press",
year = 1971}

@incollection{Sperling2017,
    author = {Sperling, George and Lyu, Son-Hee and Tseng, Chia-Huei and Lu, Zhong-Lin},
%    isbn = {9780199794607},
    title = "{The Motion Standstill Illusion.}",
    booktitle = "{The Oxford Compendium of Visual Illusions}",
    publisher = {Oxford University Press},
    year = {2017},
    month = {07},
%    abstract = "{In the motion standstill illusion, a pattern that is moving quite rapidly is perceived as being absolutely motionless, and yet its details are not blurred but clearly visible. The illusion can be observed in a wide variety of special moving stimuli that either disadvantage or fatigue the motion systems to the point where no motion is perceived but where the shape, texture, color, and depth systems are still able to function sufficiently to extract a stable image from the moving display. It demonstrates that visual processing systems for attributes such as shape, texture, color, and depth extract stable representations from moving images; only visual motion systems are capable of producing the sensation of motion.}",
%    doi = {10.1093/acprof:oso/9780199794607.003.0078},
%    url = {https://doi.org/10.1093/acprof:oso/9780199794607.003.0078},
%    eprint = {https://academic.oup.com/book/0/chapter/197070063/chapter-ag-pdf/44607861/book\_27344\_section\_197070063.ag.pdf},
}



@article{Wiesel1981,
author = "T. N. Wiesel",
journal={Nature},
pages={583-591},
title = "The Postnatal Development of the Visual Cortex and the Influence of Environment.",
volume={299},
year = 1982}

@article{Murakami2010,
 author = {I. Murakami and A. Kitaoka and H. Ashida},
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 pages = {551},
 title = {Artificial Image Oscillation Enhances the Rotating Snakes Illusion.},
 volume = {6},
 year = {2010}}



@inproceedings{Lucas1981,
author = "B. D. Lucas and T. Kanade",
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booktitle = "Proceedings of Imaging Understanding Workshop",
pages = "121--130",
year = 1981}


@article{Wang1994,
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year = 1994,
volume = 3,
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@misc{LeCun2006,
author = "Y. LeCun",
title = "A Tutorial on Energy-Based Learning.",
url = "http://www.cs.toronto.edu/~vnair/ciar/lecun1.pdf",
year = 2006}


@misc{LeCun2007,
author = "Y. LeCun",
title = "Energy-Based Models: The Cure Against Bayesian Fundamentalism.",
url = "https://www.mit.edu/~9.520/spring07/Classes/lecun-20070502-mit.pdf",
year = 2007}


%@misc{Gilmer2017,
%author = "J. Gilmer and S. Schoenholz and P. Riley and O. Vinyals and G. Dahl",
%title = "Neural Message Passing for Quantum Chemistry.",
    eprint={1704.01212},
    archivePrefix={arXiv},
%year = 2017}

@inproceedings{Gilmer2017,
author = {Gilmer, Justin and Schoenholz, Samuel S. and Riley, Patrick F. and Vinyals, Oriol and Dahl, George E.},
title = {Neural Message Passing for Quantum Chemistry.},
year = {2017},
%publisher = {JMLR.org},
booktitle = icml,
pages = {1263–1272},
%location = {Sydney, NSW, Australia},
}


@misc{Kipf2017,
author = "T. Kipf and M. Welling",
title = "Semi-Supervised Classification with Graph Convolutional Networks.",
eprint={1609.02907},
archivePrefix={arXiv},
year = 2017
}

@inproceedings{Oren1994,
author = "M. Oren and S. K. Nayar",
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@article{CohenPinspeck,
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@article{Williams2005seeHofer2005,
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@article{hassenstein1956,
  title="System Theoretical Analysis of Time, Sequence and Sign Analysis of the Motion Perception of the Snout-Beetle {\em Chlorophanus}.",
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  volume=11,
  pages="513--524",
  year=1956
}


@misc{MITFacultyJobTalks2022,
author = "Saman Amarasinghe and Deanna Montgomery",
title = "Faculty Job Talks: Tips from the Faculty.",
url = "https://www.eecs.mit.edu/career-opportunities-at-eecs/faculty-job-talks-tips-from-the-faculty/",
year = 2022}

@misc{cvpr2018citizen,
author = "Devi Parikh and Dhruv Batra",
title = "CVPR18 Workshop Panel: How to be a Good Citizen of the CVPR Community.",
year = 2018,
%note = "https://www.youtube.com/watch?v=MKUCz_3Ee0A; https://www.youtube.com/watch?v=4LEZED1YXm0", 
% video not available anymore.
}


@inproceedings{Owens2016,
    author = {A. Owens and P. Isola and J. McDermott and A. Torralba and E. H. Adelson and W. T. Freeman},
    title =  {Visually Indicated Sounds.},
    booktitle = cvpr,
    year = {2016},
}

@book{Fellbaum1998,
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}


@article{Johansson1973,
	author = {Johansson, Gunnar},
	journal = {Perception \& Psychophysics},
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@ARTICLE{Perona1990,
  author={Perona, P. and Malik, J.},
  journal=pami, 
  title={Scale-Space and Edge Detection Using Anisotropic Diffusion.}, 
  year={1990},
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  %doi={10.1109/34.56205}
}