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20162023
most citedZOO: Zeroth Order Optimization based Black-box Attacks to Deep Neural Networks without Training Substitute Models

1.8k citations · 2.6k across the 22 of their papers we have counts for

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Showing 2020Show all

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stat.ML2020★ 18 cited

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding

David Klindt, Lukas Schott, Yash Sharma +4

We construct an unsupervised learning model that achieves nonlinear disentanglement of underlying factors of variation in naturalistic videos. Previous work suggests that represent…

cs.CV2020★ 4 cited

Benchmarking Unsupervised Object Representations for Video Sequences

Marissa A. Weis, Kashyap Chitta, Yash Sharma +4

Perceiving the world in terms of objects and tracking them through time is a crucial prerequisite for reasoning and scene understanding. Recently, several methods have been propose…