1.1k citations · 1.8k across the 46 of their papers we have counts for
4 papers · 1 filter
Learning to Organize Knowledge and Answer Questions with N-Gram Machines
Fan Yang, Jiazhong Nie, William W. Cohen +1
Though deep neural networks have great success in natural language processing, they are limited at more knowledge intensive AI tasks, such as open-domain Question Answering (QA). E…
Towards the Success Rate of One: Real-time Unconstrained Salient Object Detection
Mahyar Najibi, Fan Yang, Qiaosong Wang +1
In this work, we propose an efficient and effective approach for unconstrained salient object detection in images using deep convolutional neural networks. Instead of generating th…
TensorLog: Deep Learning Meets Probabilistic DBs
William W. Cohen, Fan Yang, Kathryn Rivard Mazaitis
We present an implementation of a probabilistic first-order logic called TensorLog, in which classes of logical queries are compiled into differentiable functions in a neural-netwo…
Visual Search at eBay
Fan Yang, Ajinkya Kale, Yury Bubnov +4
In this paper, we propose a novel end-to-end approach for scalable visual search infrastructure. We discuss the challenges we faced for a massive volatile inventory like at eBay an…