Publications

(2023). Language Model Tokenizers Introduce Unfairness Between Languages. in NeurIPS23.

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(2023). Catastrophic Overfitting is a Bug but also a Feature. In TMLPR23.

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(2023). Rapid Adaptation in Online Continual Learning: Are We Evaluating It Right?. in ICCV23.

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(2023). Certifying Ensembles: A General Certification Theory with S-Lipschitzness. In ICML23.

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(2023). Don't FREAK Out: A Frequency-Inspired Approach to Detecting Backdoor Poisoned Samples in DNNs. In CVPRW23.

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(2023). Real-Time Evaluation in Online Continual Learning: A New Hope. Highlight in CVPR23.

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(2023). Computationally Budgeted Continual Learning: What Does Matter?. In CVPR23.

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(2022). RANCER: Non-Axis Aligned Anisotropic Certification With Randomized Smoothing. In WACV23.

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(2022). Make Some Noise: Reliable and Efficient Single-Step Adversarial Training. In NeurIPS22.

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(2022). ANCER: Anisotropic Certification via Sample-wise Volume Maximization. In TMLPR22.

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(2022). On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective. In PAMI22.

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(2022). Data Dependent Randomized Smoothing. In UAI22.

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(2022). DeformRS: Certifying Input Deformations with Randomized Smoothing. Oral in AAAI22.

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(2022). Combating Adversaries with Anti-Adversaries. In AAAI22.

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(2021). ClusTR: Clustering Training for Robustness. In BMVC21.

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(2021). Expected Tight Bounds for Robust Deep Neural Network Training. In RobustML @ICLR21.

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(2020). Gabor Layers Enhance Network Robustness. In ECCV20.

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

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(2020). A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control. Oral in AAAI20.

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(2019). Deep Layers as Stochastic Solvers. In ICLR19.

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

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(2017). FFTLasso: Large-Scale Lasso in the Fourier Domain. Oral in CVPR17.

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(2016). Target Response Adaptation for Correlation Filter Tracking. Spotlight in ECCV16.

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(2016). In Defense of Sparse Tracking: Circulant Sparse Tracker. Spotlight in CVPR16.

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(2016). Multi-Template Scale-Adaptive Kernelized Correlation Filters. In ICCVW15 (VOT15).

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