output
20132020
most citedSemantic Robustness of Models of Source Code

76 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.CVShow all

4 papers · 1 filter

cs.CV2020★ 16 cited

Post-Training Piecewise Linear Quantization for Deep Neural Networks

Jun Fang, Ali Shafiee, Hamzah Abdel-Aziz +3

Quantization plays an important role in the energy-efficient deployment of deep neural networks on resource-limited devices. Post-training quantization is highly desirable since it…

cs.CV2019★ 5 cited

TW-SMNet: Deep Multitask Learning of Tele-Wide Stereo Matching

Mostafa El-Khamy, Haoyu Ren, Xianzhi Du +1

In this paper, we introduce the problem of estimating the real world depth of elements in a scene captured by two cameras with different field of views, where the first field of vi…

cs.CV2018★ 27 cited

Learning Sparse Low-Precision Neural Networks With Learnable Regularization

Yoojin Choi, Mostafa El-Khamy, Jungwon Lee

We consider learning deep neural networks (DNNs) that consist of low-precision weights and activations for efficient inference of fixed-point operations. In training low-precision…

cs.CV2018★ 49 cited

Rehabilitating the ColorChecker Dataset for Illuminant Estimation

Ghalia Hemrit, Graham D. Finlayson, Arjan Gijsenij +5

In a previous work, it was shown that there is a curious problem with the benchmark ColorChecker dataset for illuminant estimation. To wit, this dataset has at least 3 different se…