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08/17/2023
Smooth Distance Approximation
Traditional problems in computational geometry involve aspects that are ...
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06/27/2023
Approximate Nearest Neighbor Searching with Non-Euclidean and Weighted Distances
We present a new approach to approximate nearest-neighbor queries in fix...
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04/18/2021
The Intrinsic Dimension of Images and Its Impact on Learning
It is widely believed that natural image data exhibits low-dimensional s...
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03/30/2021
Approximate Nearest-Neighbor Search for Line Segments
Approximate nearest-neighbor search is a fundamental algorithmic problem...
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07/07/2020
Detection as Regression: Certified Object Detection by Median Smoothing
Despite the vulnerability of object detectors to adversarial attacks, ve...
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04/20/2020
Headless Horseman: Adversarial Attacks on Transfer Learning Models
Transfer learning facilitates the training of task-specific classifiers ...
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03/14/2020
Certified Defenses for Adversarial Patches
Adversarial patch attacks are among one of the most practical threat mod...
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02/23/2019
VoroCrust: Voronoi Meshing Without Clipping
Polyhedral meshes are increasingly becoming an attractive option with pa...
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03/16/2018