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04/05/2021
Perceptual Indistinguishability-Net (PI-Net): Facial Image Obfuscation with Manipulable Semantics
With the growing use of camera devices, the industry has many image data...
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11/28/2020
Deterministic Certification to Adversarial Attacks via Bernstein Polynomial Approximation
Randomized smoothing has established state-of-the-art provable robustnes...
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10/22/2020
QISTA-Net: DNN Architecture to Solve ℓ_q-norm Minimization Problem and Image Compressed Sensing
In this paper, we reformulate the non-convex ℓ_q-norm minimization probl...
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08/18/2019
Greedy Algorithms for Hybrid Compressed Sensing
Compressed sensing (CS) is a technique which uses fewer measurements tha...
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12/02/2018
Link Delay Estimation Using Sparse Recovery for Dynamic Network Tomography
When the scale of communication networks has been growing rapidly in the...
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01/24/2016
Fast Binary Embedding via Circulant Downsampled Matrix -- A Data-Independent Approach
Binary embedding of high-dimensional data aims to produce low-dimensiona...
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09/16/2015
