80 citations · 227 across the 20 of their papers we have counts for
21 papers
Mitigating large adversarial perturbations on X-MAS (X minus Moving Averaged Samples)
Woohyung Chun, Sung-Min Hong, Junho Huh +1
We propose the scheme that mitigates the adversarial perturbation on the adversarial example ( , is a benign sample) by subtracting the estimated…
Convolutional Neural Network Quantization using Generalized Gamma Distribution
Doyun Kim, Han Young Yim, Sanghyuck Ha +2
As edge applications using convolutional neural networks (CNN) models grow, it is becoming necessary to introduce dedicated hardware accelerators in which network parameters and fe…
Controlling the privacy loss with the input feature maps of the layers in convolutional neural networks
Woohyung Chun, Sung-Min Hong, Junho Huh +1
We propose the method to sanitize the privacy of the IFM(Input Feature Map)s that are fed into the layers of CNN(Convolutional Neural Network)s. The method introduces the degree of…
Circular Buffer Rate-Matched Polar Codes
Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee +1
A practical rate-matching system for constructing rate-compatible polar codes is proposed. The proposed polar code circular buffer rate-matching is suitable for transmissions on co…
Rate-Compatible Polar Codes for Wireless Channels
Mostafa El-Khamy, Hsien-Ping Lin, Jungwon Lee +2
A design of rate-compatible polar codes suitable for HARQ communications is proposed in this paper. An important feature of the proposed design is that the puncturing order is chos…
Relaxed Polar Codes
Mostafa El-Khamy, Hessam Mahdavifar, Gennady Feygin +2
Polar codes are the latest breakthrough in coding theory, as they are the first family of codes with explicit construction that provably achieve the symmetric capacity of discrete…