@inproceedings{Berardino2017-eigen,
  AUTHOR = {A Berardino and V Laparra and J Ball\'{e} and E P Simoncelli},
  BOOKTITLE = {Adv. Neural Information Processing Systems (NIPS*17)},
  EDITOR = {I Guyon and UV Luxburg and S Bengio and H Wallach and R Fergus and S Vishwanathan and R Garnett},
  MONTH = {Dec},
  NOTE = {Presented at: Neural Information Processing Systems 30, Dec 2017, Long Beach, CA},
  OFFICIAL-URL = {https://arxiv.org/abs/1710.02266},
  PAGES = {1--10},
  PDF-URL = {http://www.cns.nyu.edu/pub/lcv/berardino17c-final.pdf},
  PUBLISHER = {Curran Associates, Inc.},
  TITLE = {Eigen-distortions of hierarchical representations},
  VOLUME = {30},
  YEAR = {2017},
}
@inproceedings{Deza2019-towar-metam,
  author = {Arturo Deza and Aditya Jonnalagadda and Miguel P. Eckstein},
  title = {Towards Metamerism via Foveated Style Transfer},
  booktitle = {International Conference on Learning Representations},
  year = {2019},
  url = {https://openreview.net/forum?id=BJzbG20cFQ},
}
@misc{Duong2023-plenop,
  author = {Lyndon Duong and Kathryn Bonnen and William Broderick and Pierre-{\'E}tienne Fiquet and Nikhil Parthasarathy and Thomas Yerxa and Xinyuan Zhao and Eero Simoncelli},
  booktitle = {VSS 2023},
  doi = {10.1167/jov.23.9.5822},
  month = {June},
  organization = {Vision Sciences Society},
  title = {Plenoptic: A platform for synthesizing model-optimized visual stimuli},
  year = {2023},
}
@inproceedings{Feather2019-metam,
  author = {Feather, Jenelle and Durango, Alex and Gonzalez, Ray and McDermott, Josh},
  title = {Metamers of neural networks reveal divergence from human perceptual systems.},
  booktitle = {NeurIPS},
  year = {2019},
  pages = {10078--10089},
}
@article{Freeman2011-metam-ventr-stream,
  author          = {Freeman, Jeremy and Simoncelli, Eero P},
  title           = {Metamers of the Ventral Stream},
  journal         = {Nature Neuroscience},
  volume          = 14,
  number          = 9,
  pages           = {1195--1201},
  year            = 2011,
  doi             = {10.1038/nn.2889},
  eprint          = {PMC3164938},
  link            = {http://dx.doi.org/10.1038/nn.2889},
  month           = {aug},
  publisher       = {Nature Publishing Group},
}
@article{Helmholtz1852-lxxxi,
  author = {Helmholtz, H.},
  title = {LXXXI. On the Theory of Compound Colours},
  journal = {The London, Edinburgh, and Dublin Philosophical Magazine and Journal of Science},
  volume = {4},
  number = {28},
  pages = {519--534},
  year = {1852},
  doi = {10.1080/14786445208647175},
  url = {https://doi.org/10.1080/14786445208647175},
}
@article{Laparra2016-percep-image,
  author = {Laparra, Valero and Ball{\'e}, Johannes and Berardino, Alexander and Simoncelli, Eero P},
  title = {Perceptual Image Quality Assessment Using a Normalized Laplacian Pyramid},
  journal = {Electronic Imaging},
  volume = {28},
  number = {16},
  pages = {1-6},
  year = {2016},
  url = {http://dx.doi.org/10.2352/issn.2470-1173.2016.16.hvei-103},
  DOI = {10.2352/issn.2470-1173.2016.16.hvei-103},
  ISSN = {2470-1173},
  month = {feb},
  publisher = {Society for Imaging Science \& Technology},
}
@article{Laparra2017-percep-optim,
  author = {Valero Laparra and Alexander Berardino and Johannes Ball{\'{e}} and Eero P. Simoncelli},
  title = {Perceptually Optimized Image Rendering},
  journal = {Journal of the Optical Society of America A},
  volume = {34},
  number = {9},
  pages = {1511},
  year = {2017},
  doi = {10.1364/josaa.34.001511},
  url = {https://doi.org/10.1364\ \%2Fjosaa.34.001511},
  month = {aug},
  publisher = {The Optical Society},
}
@article{Lettvin1976-seein-sidel,
  author = {Jerome Y. Lettvin},
  title = {On Seeing Sidelong},
  journal = {The Sciences},
  volume = {16},
  number = {4},
  pages = {10--20},
  year = {1976},
  doi = {10.1002/j.2326-1951.1976.tb01231.x},
  url = {https://doi.org/10.1002%2Fj.2326-1951.1976.tb01231.x},
  month = {jul},
  publisher = {Wiley},
}
@article{Portilla2000-param-textur,
  author = {Portilla, Javier and Simoncelli, Eero P},
  title = {A Parametric Texture Model Based on Joint Statistics of Complex Wavelet Coefficients},
  journal = {International journal of computer vision},
  volume = {40},
  number = {1},
  pages = {49--70},
  year = {2000},
  publisher = {Springer},
}
@article{Rosenfeld2018-eleph-room,
  adsnote = {Provided by the SAO/NASA Astrophysics Data System},
  adsurl = {http://adsabs.harvard.edu/abs/2018arXiv180803305R},
  archivePrefix = {arXiv},
  author = {{Rosenfeld}, A. and {Zemel}, R. and {Tsotsos}, J.~K.},
  eprint = {1808.03305},
  journal = {ArXiv e-prints},
  keywords = {Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning},
  month = {aug},
  primaryClass = {cs.CV},
  title = {{The Elephant in the Room}},
  year = {2018},
}
@article{Simoncelli1992-shift-multi,
  title = {Shiftable Multi-Scale Transforms},
  AUTHOR = {E P Simoncelli and W T Freeman and E H Adelson and D J Heeger},
  DOI = {10.1109/18.119725},
  JOURNAL = {IEEE Trans. Information Theory},
  MONTH = {Mar},
  NOTE = {Special Issue on Wavelets},
  NUMBER = {2},
  PAGES = {587--607},
  VOLUME = {38},
  YEAR = {1992},
}
@inproceedings{Simoncelli1995-steer-pyram,
  ABSTRACT-URL = {http://www.cns.nyu.edu/~eero/ABSTRACTS/simoncelli95b-abstract.html},
  ADDRESS = {Washington, DC},
  AUTHOR = {E P Simoncelli and W T Freeman},
  BOOKTITLE = {Proc 2nd IEEE Int'l Conf on Image Proc (ICIP)},
  DOI = {10.1109/ICIP.1995.537667},
  MONTH = {Oct 23-26},
  OFFICIAL-URL = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=537667},
  PAGES = {444--447},
  PUBLISHER = {IEEE Sig Proc Society},
  TITLE = {The Steerable Pyramid: {A} flexible architecture for multi-scale derivative computation},
  VOLUME = {III},
  YEAR = {1995},
}
@article{Szegedy2013,
  abstract = {Deep neural networks are highly expressive models that have recently achieved state of the art performance on speech and visual recognition tasks. While their expressiveness is the reason they succeed, it also causes them to learn uninterpretable solutions that could have counter-intuitive properties. In this paper we report two such properties. First, we find that there is no distinction between individual high level units and random linear combinations of high level units, according to various methods of unit analysis. It suggests that it is the space, rather than the individual units, that contains of the semantic information in the high layers of neural networks. Second, we find that deep neural networks learn input-output mappings that are fairly discontinuous to a significant extend. We can cause the network to misclassify an image by applying a certain imperceptible perturbation, which is found by maximizing the network's prediction error. In addition, the specific nature of these perturbations is not a random artifact of learning: the same perturbation can cause a different network, that was trained on a different subset of the dataset, to misclassify the same input.},
  archiveprefix = {arXiv},
  arxivid = {1312.6199},
  author = {Szegedy, Christian and Zaremba, Wojciech and Sutskever, Ilya and Bruna, Joan and Erhan, Dumitru and Goodfellow, Ian and Fergus, Rob},
  journal = {ArXiv e-prints},
  eprint = {1312.6199},
  link = {http://arxiv.org/abs/1312.6199},
  month = {dec},
  pages = {1--10},
  title = {Intriguing properties of neural networks},
  year = {2013},
}
@article{Wallis2019-image-conten,
  author = {Thomas SA Wallis and Christina M Funke and Alexander S Ecker and Leon A Gatys and Felix A Wichmann and Matthias Bethge},
  title = {Image Content Is More Important Than Bouma's Law for Scene Metamers},
  journal = {{eLife}},
  volume = {8},
  year = {2019},
  doi = {10.7554/elife.42512},
  url = {https://doi.org/10.7554/elife.42512},
  month = {apr},
  publisher = {{eLife} Sciences Publications, Ltd},
}
@inproceedings{Wang2003-multis,
  author = {Z. Wang and E.P. Simoncelli and A.C. Bovik},
  title = {Multiscale structural similarity for image quality assessment},
  booktitle = {The Thrity-Seventh Asilomar Conference on Signals, Systems {\&} Computers, 2003},
  year = {2003},
  doi = {10.1109/acssc.2003.1292216},
  url = {https://doi.org/10.1109/acssc.2003.1292216},
  publisher = {IEEE},
}
@article{Wang2004-image-qualit-asses,
  author = {Z. Wang and A.C. Bovik and H.R. Sheikh and E.P. Simoncelli},
  title = {Image Quality Assessment: From Error Visibility To Structural Similarity},
  journal = {IEEE Transactions on Image Processing},
  volume = {13},
  number = {4},
  pages = {600--612},
  year = {2004},
  doi = {10.1109/tip.2003.819861},
  url = {https://doi.org/10.1109 \%2Ftip.2003.819861},
  month = {apr},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
}
@article{Wang2008-maxim-differ,
  AUTHOR = {Z Wang and E P Simoncelli},
  DOI = {10.1167/8.12.8},
  JOURNAL = {Journal of Vision},
  MONTH = {Sep},
  NUMBER = {12},
  OFFICIAL-URL = {http://journalofvision.org/8/12/8/},
  PAGES = {1--13},
  PDF-URL = {http://www.cns.nyu.edu/pub/lcv/wang08-preprint.pdf},
  PMCID = {PMC4143340},
  PMID = {18831621},
  VOLUME = {8},
  YEAR = {2008},
  title = {Maximum Differentiation ({MAD}) Competition: {A} Methodology for Comparing Computational Models of Perceptual Discriminability},
  eprint = {PMC4143340},
}
@article{Ziemba2021-oppos-effec,
  author = {Corey M. Ziemba and Eero P. Simoncelli},
  title = {Opposing Effects of Selectivity and Invariance in Peripheral Vision},
  journal = {Nature Communications},
  volume = {12},
  number = {1},
  year = {2021},
  doi = {10.1038/s41467-021-24880-5},
  url = {https://doi.org/10.1038/s41467-021-24880-5},
  month = {jul},
  publisher = {Springer Science and Business Media {LLC}},
}
