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07/24/2023
Adaptive Certified Training: Towards Better Accuracy-Robustness Tradeoffs
As deep learning models continue to advance and are increasingly utilize...
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12/01/2022
Universe Points Representation Learning for Partial Multi-Graph Matching
Many challenges from natural world can be formulated as a graph matching...
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06/30/2020
Neural Network Virtual Sensors for Fuel Injection Quantities with Provable Performance Specifications
Recent work has shown that it is possible to learn neural networks with ...
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03/21/2019
Adversarial camera stickers: A physical camera-based attack on deep learning systems
Recent work has thoroughly documented the susceptibility of deep learnin...
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03/21/2019
Adversarial camera stickers: A Physical Camera Attack on Deep Learning Classifier
Recent work has thoroughly documented the susceptibility of deep learnin...
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02/21/2019
Wasserstein Adversarial Examples via Projected Sinkhorn Iterations
A rapidly growing area of work has studied the existence of adversarial ...
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11/16/2016
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching
We propose a combinatorial solution for the problem of non-rigidly match...
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01/22/2016
Efficient Globally Optimal 2D-to-3D Deformable Shape Matching
We propose the first algorithm for non-rigid 2D-to-3D shape matching, wh...
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11/08/2013