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Kreiman Lab News

At the interface of brain and machine

Beijing, Apr 20, 2021

Prof. Gabriel Kreiman’s lecture titled:

How brain computations can inspire new paths in AI

See also:

Bomatter P, Zhang M, Karev D, Madan S, Tseng C, Kreiman G (2021). When Pigs Fly: Contextual Reasoning in Synthetic and Natural Scenes. International Conference on Computer Vision (ICCV) PDF

Casper S, Boix X, D’Amario V, Guo L, Schrimpf M, Vinken K, Kreiman G. (2021). Frivolous Units: Wider Networks are not really that Wide. AAAI Conference on Artificial Intelligence PDF

Kreiman G and Serre T (2020). Beyond the feedforward sweep: feedback computations in the visual cortex. Ann N Y Acad Sci. 1464:222-241. PDF


Jacquot V, Ying J, Kreiman G. (2020) Can Deep Learning Recognize Subtle Human Activities? Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 14244-14253. arXiv 2003.13852

Zhang M, Tseng C, Kreiman G. (2020) Putting visual object recognition in context. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 12982-12991. arXiv:1911.07349

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Kreiman Lab News

Brain, Minds and Machines Workshop

Brain, Minds and Machines Workshop.

Gabriel Kreiman presented: “Pattern completion: from neural to computational codes”. Sestri Levante, Italy.

City located on a bay

See also:

Tang H, Schrimpf M, Lotter W, Moerman C, Paredes A, Ortega Caro J, Hardesty W, Cox D, Kreiman G. (2018) Recurrent computations for visual pattern completionPNAS, 115:8835-884

Tang H, Kreiman G. (2017). Recognition of occluded objects. In Computational and Cognitive Neuroscience of Vision. (ed Zhao, Q). Singapore: Springer-Verlag

Tang H, Buia C, Madhavan R, Madsen J, Anderson W, Crone N, Kreiman G. (2014). Spatiotemporal dynamics underlying object completion in human ventral visual cortexNeuron, 83:736-748.

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Kreiman Lab News

Longwood Medical Area Ophthalmology Conference

Longwood Medical Area Ophthalmology Conference.

Gabriel Kreiman presents: Visual Recognition: How it works and what to do when it doesn’t work.

Colored squares with fractured profiles

See also:

Tang H, Schrimpf M, Lotter W, Moerman C, Paredes A, Ortega Caro J, Hardesty W, Cox D, Kreiman G. (2018) Recurrent computations for visual pattern completionPNAS, 115:8835-884

Tang H, Kreiman G. (2017). Recognition of occluded objects. In Computational and Cognitive Neuroscience of Vision. (ed Zhao, Q). Singapore: Springer-Verlag

Tang H, Buia C, Madhavan R, Madsen J, Anderson W, Crone N, Kreiman G. (2014). Spatiotemporal dynamics underlying object completion in human ventral visual cortexNeuron, 83:736-748.

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Kreiman Lab News

Pattern completion during visual recognition.

Pattern completion
You can recognize the tables and chairs despite heavy occlusion

Pattern completion during visual recognition. Gabriel Kreiman. Brown University

See work by Tang et al PNAS 2018

See work by Tang et al Neuron 2014

See review paper about recognition of occluded objects by Hanlin Tang

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Kreiman Lab News

Pattern completion in the brain

Colored squares with fractured profiles

Pattern completion in the brain. Gabriel Kreiman. Vanderbilt University.