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Journal Papers

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• G. Ben-Yosef, G. Kreiman, S. Ullman, Minimal videos: Trade-off between spatial and temporal information in human and machine vision, Cognition, 201, 104263, 2020.

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• G. Ben-Yosef and S. Ullman, Image interpretation above and below the object level. Journal of The Royal Society Interface Focus, 8(4), 20180020, 2018.

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• G. Ben-Yosef, L. Assif, S. Ullman, Full interpretation of minimal images, Cognition, 171, 65-84, 2018.

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• O. Ben-Shahar and G. Ben-Yosef, Tangent bundle elastica and computer vision, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 37(1), 161-174, 2015.

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• G. Ben-Yosef and O. Ben-Shahar, Tangent bundle curve completion with locally connected parallel networks, Neural Computation, 24(12), 3277-3316, 2012.

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• G. Ben-Yosef and O. Ben-Shahar,  A tangent bundle theory for visual curve completion, IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI),  34(7), 1263-1280, 2012.

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• G. Ben-Yosef and O. Ben-Shahar,  Curvature-based perceptual singularities and texture saliency with early visual mechanisms, Journal of the Optical Society of America (JOSA) A, 25(8), 1974-1993, 2008.

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Refereed Conference Papers

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• G. Ben-Yosef, G. Kreiman, S. Ullman, What can human minimal videos tell us about dynamic recognition models? Workshop on Bridging AI and Cognitive Science, International Conference on Learning Representations (ICLR), Addis Ababa, 2020.

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• S. Srivastava, G. Ben-Yosef*, X. Boix*, Minimal images in deep neural networks: Fragile Object Recognition in Natural Images. International Conference on Learning Representations (ICLR), New Orleans, 2019. (* equal contribution)        

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• B. Myanganbayar, C. Mata, G. Dekel, B. Katz, G. Ben-Yosef, and A. Barbu, Partially Occluded Hands: A challenging new dataset for single-image hand pose estimation. In Asian Conference on Computer Vision (ACCV), Perth, Australia, 2018.(Oral presentation).

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• G. Ben-Yosef, L. Assif, and S. Ullman, Structured learning and detailed interpretation of minimal object images. In Workshop on Mutual Benefits of Cognitive and Computer Vision, the International Conference on Computer Vision (ICCV). Venice, Italy, 2017.

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• G. Ben-Yosef, A. Yachin, and S. Ullman, A model for interpreting social interactions in local image regions in AAAI spring symposium on Science of Intelligence: Computational Principles of Natural and Artificial Intelligence, Palo Alto, 2017.

 

• G. Ben-Yosef, L. Assif, D. Harari, and S. Ullman, A model for full local image interpretation, in the Proceedings of the 37th Annual Meeting of the Cognitive Science Society (CogSci), Pasadena, California, 2015.

 

• G. Ben-Yosef and O. Ben-Shahar, Minimum length in the tangent bundle as a model for curve completion, In the Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR), San Francisco, California, 2010. (Oral presentation).

 

• G. Ben-Yosef and O. Ben-Shahar, A biologically-inspired theory for non-axiomatic parametric curve completion, In Asian Conference on Computer Vision (ACCV), Queenstown, New Zealand, 2010.

 

 

Referred Conference abstracts

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• G. Ben-Yosef, A. Yachin, and S. Ullman, Recognizing and interpreting social interactions in local image region, in the 24th Annual Workshop on Object Perception, Attention, and Memory (OPAM), Boston, Massachusetts, November 2016. (Oral presentation)

 

• G. Ben-Yosef, L. Assif, D. Harari, E. Fetaya, S. Ullman, Object interpretation: extending and validating object recognition, The Annual meeting of the Vision Science Society (VSS), St. Pete beach, Florida, May 2014.

 

• G. Ben-Yosef and O. Ben-Shahar, Curve completion as minimum action in the primary visual cortex, The Annual meeting of the Vision Science Society (VSS), Naples, Florida, May 2012.

 

• G. Ben-Yosef and O. Ben-Shahar, Tangent bundle contour completion with early vision mechanisms, The Annual meeting of the Vision Science Society (VSS), Naples, Florida, May 2011. (Oral presentation)

 

• G. Ben-Yosef and O. Ben-Shahar, Curve completion as minimum action in the primary visual cortex, The Annual meeting of the Vision Science Society (VSS), Naples, Florida, May 2010.

 

• G. Ben-Yosef and O. Ben-Shahar, Curvature-based segregation for multi-oriented textures, The Annual meeting of the Vision Science Society (VSS), Naples, Florida, May 2009.

 

• G. Ben-Yosef and O. Ben-Shahar, A biologically-plausible model for curvature-based texture segregation, The Annual meeting of the Vision Science Society (VSS), Sarasota, Florida, May 2007.

 

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