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A \FRAMEWORK\ \FOR\ \ROBUSTNESS\ \CERTIFICATION\ ØF\ \SMOOTHED\ \CLASSIFIERS\ \USING\ F-\DIVERGENCES\

, , , , , , , , and . International Conference on Learning Representations, (2020)

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Unified Fully and Timestamp Supervised Temporal Action Segmentation via Sequence to Sequence Translation., , , , and . ECCV (35), volume 13695 of Lecture Notes in Computer Science, page 52-68. Springer, (2022)Improving Adversarial Robustness via Joint Classification and Multiple Explicit Detection Classes., , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 11059-11078. PMLR, (2023)DART: Implicit Doppler Tomography for Radar Novel View Synthesis., , , , , , and . CVPR, page 24118-24129. IEEE, (2024)Exploring Classic and Neural Lexical Translation Models for Information Retrieval: Interpretability, Effectiveness, and Efficiency Benefits., and . ECIR (1), volume 12656 of Lecture Notes in Computer Science, page 63-78. Springer, (2021)Adversarial robustness in discontinuous spaces via alternating sampling & descent., , and . WACV, page 4651-4660. IEEE, (2023)Forcing Diffuse Distributions out of Language Models., , , , and . CoRR, (2024)SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver, , , and . (2019)cite arxiv:1905.12149Comment: Accepted at ICML'19. The code can be found at https://github.com/locuslab/satnet.Provably Bounding Neural Network Preimages., , , , and . CoRR, (2023)Finetune like you pretrain: Improved finetuning of zero-shot vision models., , , , and . CVPR, page 19338-19347. IEEE, (2023)From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment Layers., , , , and . CVPR, page 27497-27506. IEEE, (2024)