Publications

(2022). On the Robustness of Quality Measures for GANs. In ECCV'22.

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(2022). Certified Robustness in Federated Learning. In arxiv.

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(2022). Data Dependent Randomized Smoothing. In UAI'22.

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(2022). 3DeformRS: Certifying Spatial Deformations on Point Clouds. In CVPR'22.

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(2022). Towards Assessing and Characterizing the Semantic Robustness of Face Recognition. In arxiv.

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(2022). DeformRS: Certifying Input Deformations with Randomized Smoothing. In AAAI'22 [oral].

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(2022). Combating Adversaries with Anti-Adversaries. In AAAI'22.

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(2021). Rethinking Clustering for Robustness. In BMVC'21.

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(2021). Enhancing Adversarial Robustness via Test-time Transformation Ensembling. In ICCVW'21.

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(2021). ANCER: Anisotropic Certification via Sample-wise Volume Maximization. In arxiv.

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(2020). Gabor Layers Enhance Network Robustness. In ECCV'20.

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(2020). On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective. In arxiv.

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(2020). Adaptive Learning of the Optimal Batch Size of SGD. In NeurIPSW'20.

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