no code implementations • ICLR 2019 • Victor Carbune, Thierry Coppey, Alexander Daryin, Thomas Deselaers, Nikhil Sarda, Jay Yagnik
We leverage the existing concept of variables and create a new type, a predicted variable.
no code implementations • ICLR 2019 • Victor Carbune, Thierry Coppey, Alexander Daryin, Thomas Deselaers, Nikhil Sarda, Jay Yagnik
As opposed to previous work applying ML to algorithmic problems, our proposed approach does not require to drop existing implementations but seamlessly integrates into the standard software development workflow and gives full control to the software developer over how ML methods are applied.
no code implementations • 23 Dec 2014 • Sudheendra Vijayanarasimhan, Jonathon Shlens, Rajat Monga, Jay Yagnik
Deep neural networks have been extremely successful at various image, speech, video recognition tasks because of their ability to model deep structures within the data.
no code implementations • CVPR 2013 • Kevin Tang, Rahul Sukthankar, Jay Yagnik, Li Fei-Fei
Second, we ensure that CRANE is robust to label noise, both in terms of tagged videos that fail to contain the concept as well as occasional negative videos that do.
no code implementations • CVPR 2013 • Thomas Dean, Mark A. Ruzon, Mark Segal, Jonathon Shlens, Sudheendra Vijayanarasimhan, Jay Yagnik
Many object detection systems are constrained by the time required to convolve a target image with a bank of filters that code for different aspects of an object's appearance, such as the presence of component parts.