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04/11/2022
Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization
Obtaining accurate pixel-level localization from class labels is a cruci...
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03/28/2022
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
In Neural Architecture Search (NAS), reducing the cost of architecture e...
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01/30/2022
AutoSNN: Towards Energy-Efficient Spiking Neural Networks
Spiking neural networks (SNNs) that mimic information transmission in th...
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10/13/2021
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation
Weakly supervised semantic segmentation produces pixel-level localizatio...
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08/03/2021
AdvRush: Searching for Adversarially Robust Neural Architectures
Deep neural networks continue to awe the world with their remarkable per...
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06/09/2021