Publications

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. Conditional Negative Sampling for Contrastive Learning of Visual Representations.. ICLR 2021, 2021.

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. Unsupervised neural network models of the ventral visual stream. PNAS, 2021.

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. Unsupervised Learning from Video with Deep Neural Embeddings. CVPR 2020, 2020.

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. Local Aggregation for Unsupervised Learning of Visual Embeddings. ICCV 2019, Oral presentation, Best Paper Award Nomination, 2019.

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. Flexible Neural Representation for Physics Prediction. NeurIPS 2018, 2018.

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. Toward Goal-Driven Neural Network Models for the Rodent Whisker-Trigeminal System. NIPS 2017, Oral presentation, 2017.

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. Deep Learning Predicts Correlation between a Functional Signature of Higher Visual Areas and Sparse Firing of Neurons. Frontiers in Computational Neuroscience, 2017.

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