research
∙
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...
share
research
∙
11/28/2020
Deterministic Certification to Adversarial Attacks via Bernstein Polynomial Approximation
Randomized smoothing has established state-of-the-art provable robustnes...
research
∙
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...
research
∙
08/18/2019
Greedy Algorithms for Hybrid Compressed Sensing
Compressed sensing (CS) is a technique which uses fewer measurements tha...
research
∙
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...
research
∙
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...
research
∙
09/16/2015