Publications

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. Robust Gabor Networks. arXiv, 2020.

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. A Stochastic Derivative Free Optimization Method with Momentum. In ICLR20, 2020.

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. A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control. In AAAI20, 2020.

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. Expected Tight Bounds for Robust Deep Neural Network Training. arXiv, 2019.

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. Analytical Moment Regularizer for Gaussian Robust Networks. arXiv, 2019.

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. Deep Layers as Stochastic Solvers. In ICLR19, 2019.

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. TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild. In ECCV18, 2018.

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. Improving SAGA via a Probabilistic Interpolation with Gradient Descent. arXiv, 2018.

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. In Defense of Sparse Tracking: Circulant Sparse Tracker. [Spotlight] In CVPR16, 2016.

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