11 citations · 35 across the 7 of their papers we have counts for
3 papers · 1 filter
Generalized Deep Image to Image Regression
Venkataraman Santhanam, Vlad I. Morariu, Larry S. Davis
We present a Deep Convolutional Neural Network architecture which serves as a generic image-to-image regressor that can be trained end-to-end without any further machinery. Our pro…
ModelHub: Towards Unified Data and Lifecycle Management for Deep Learning
Hui Miao, Ang Li, Larry S. Davis +1
Deep learning has improved state-of-the-art results in many important fields, and has been the subject of much research in recent years, leading to the development of several syste…
The Role of Context Selection in Object Detection
Ruichi Yu, Xi Chen, Vlad I. Morariu +1
We investigate the reasons why context in object detection has limited utility by isolating and evaluating the predictive power of different context cues under ideal conditions in…