no code implementations • 18 Sep 2020 • Mingwei Zhang, Jia-Wei Zhao, Hai Dong, Ke Deng, Ying Liu
With the rapid prevalence of mobile devices and the dramatic proliferation of mobile applications (apps), app recommendation becomes an emergent task that would benefit both app users and stockholders.
1 code implementation • NeurIPS 2020 • Jeremy Bernstein, Jia-Wei Zhao, Markus Meister, Ming-Yu Liu, Anima Anandkumar, Yisong Yue
This paper proves that multiplicative weight updates satisfy a descent lemma tailored to compositional functions.
1 code implementation • 30 May 2020 • Jia-Wei Zhao, Yifan Zhao, Jia Li, Xiaowu Chen
To solve this, many recent RGBD-based networks are proposed by adopting the depth map as an independent input and fuse the features with RGB information.
Ranked #1 on RGB-D Salient Object Detection on RGBD135
no code implementations • 7 May 2020 • Jia-Wei Zhao, Rahat Masood, Suranga Seneviratne
Network security has become an area of significant importance more than ever as highlighted by the eye-opening numbers of data breaches, attacks on critical infrastructure, and malware/ransomware/cryptojacker attacks that are reported almost every day.
no code implementations • LREC 2020 • Jia-Wei Zhao, Andrew Gilman
Recent works on cross-lingual word embeddings have been mainly focused on linear-mapping-based approaches, where pre-trained word embeddings are mapped into a shared vector space using a linear transformation.
3 code implementations • ICLR 2019 • Jeremy Bernstein, Jia-Wei Zhao, Kamyar Azizzadenesheli, Anima Anandkumar
Workers transmit only the sign of their gradient vector to a server, and the overall update is decided by a majority vote.
no code implementations • 15 Feb 2018 • Sheng-Jun Huang, Jia-Wei Zhao, Zhao-Yang Liu
Deep convolutional neural networks have achieved great success in various applications.