1.6k citations · 4.8k across the 90 of their papers we have counts for
14 papers · 1 filter
Feedback Neural Network for Weakly Supervised Geo-Semantic Segmentation
Xianming Liu, Amy Zhang, Tobias Tiecke +2
Learning from weakly-supervised data is one of the main challenges in machine learning and computer vision, especially for tasks such as image semantic segmentation where labeling…
Fast Wavenet Generation Algorithm
Tom Le Paine, Pooya Khorrami, Shiyu Chang +4
This paper presents an efficient implementation of the Wavenet generation process called Fast Wavenet. Compared to a naive implementation that has complexity O(2^L) (L denotes the…
Deep Double Sparsity Encoder: Learning to Sparsify Not Only Features But Also Parameters
Zhangyang Wang, Thomas S. Huang
This paper emphasizes the significance to jointly exploit the problem structure and the parameter structure, in the context of deep modeling. As a specific and interesting example,…
Stacked Approximated Regression Machine: A Simple Deep Learning Approach
Zhangyang Wang, Shiyu Chang, Qing Ling +4
With the agreement of my coauthors, I Zhangyang Wang would like to withdraw the manuscript "Stacked Approximated Regression Machine: A Simple Deep Learning Approach". Some experime…
UnitBox: An Advanced Object Detection Network
Jiahui Yu, Yuning Jiang, Zhangyang Wang +2
In present object detection systems, the deep convolutional neural networks (CNNs) are utilized to predict bounding boxes of object candidates, and have gained performance advantag…
Streaming Recommender Systems
Shiyu Chang, Yang Zhang, Jiliang Tang +4
The increasing popularity of real-world recommender systems produces data continuously and rapidly, and it becomes more realistic to study recommender systems under streaming scena…