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Can a biologically-plausible hierarchy effectively replace face detection, alignment, and recognition pipelines?

, , , and . CoRR, (2013)

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View-tolerant face recognition and Hebbian learning imply mirror-symmetric neural tuning to head orientation., , , , and . CoRR, (2016)Attentional Selection for Object Recognition - A Gentle Way., , , , and . Biologically Motivated Computer Vision, volume 2525 of Lecture Notes in Computer Science, page 472-479. Springer, (2002)CBF: A New Framework for Object Categorization in Cortex., and . Biologically Motivated Computer Vision, volume 1811 of Lecture Notes in Computer Science, page 1-9. Springer, (2000)Fisher-Rao Metric, Geometry, and Complexity of Neural Networks., , , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 888-896. PMLR, (2019)An Optimal Scale for Edge Detection., and . IJCAI, page 745-748. Morgan Kaufmann, (1987)A deep representation for invariance and music classification., , , , and . ICASSP, page 6984-6988. IEEE, (2014)Group Invariant Deep Representations for Image Instance Retrieval., , , , , and . AAAI Spring Symposia, AAAI Press, (2017)Group Invariant Deep Representations for Image Instance Retrieval., , , , , and . CoRR, (2016)Holographic Embeddings of Knowledge Graphs., , , and . AAAI, page 1955--1961. (2016)Bringing the Grandmother back into the Picture: A Memory-Based View of Object Recognition., and . IJPRAI, 6 (1): 37-61 (1992)