A
Alexander Toshev
Researcher at Google
Publications - 78
Citations - 20964
Alexander Toshev is an academic researcher from Google. The author has contributed to research in topics: Computer science & Object detection. The author has an hindex of 34, co-authored 65 publications receiving 16811 citations. Previous affiliations of Alexander Toshev include University of Pennsylvania.
Papers
More filters
Proceedings ArticleDOI
Show and tell: A neural image caption generator
TL;DR: In this paper, a generative model based on a deep recurrent architecture that combines recent advances in computer vision and machine translation is proposed to generate natural sentences describing an image, which can be used to automatically describe the content of an image.
Posted Content
Show and Tell: A Neural Image Caption Generator
TL;DR: This paper presents a generative model based on a deep recurrent architecture that combines recent advances in computer vision and machine translation and that can be used to generate natural sentences describing an image.
Proceedings ArticleDOI
DeepPose: Human Pose Estimation via Deep Neural Networks
TL;DR: The pose estimation is formulated as a DNN-based regression problem towards body joints and a cascade of such DNN regres- sors which results in high precision pose estimates.
Proceedings Article
Deep Neural Networks for Object Detection
TL;DR: This paper presents a simple and yet powerful formulation of object detection as a regression problem to object bounding box masks, and defines a multi-scale inference procedure which is able to produce high-resolution object detections at a low cost by a few network applications.
Proceedings ArticleDOI
Scalable Object Detection Using Deep Neural Networks
TL;DR: This work proposes a saliency-inspired neural network model for detection, which predicts a set of class-agnostic bounding boxes along with a single score for each box, corresponding to its likelihood of containing any object of interest.