This paper presents new approaches in character- izing and segmenting the content of video. These approaches are developed based upon the pattern analysis of spatio-temporal slices. While traditional approaches to motion sequence analysis tend to fo
A data-dependent process (DDP) models an application who- se control flow is guided by a finite state machine, as well as by the state of an underlying database. DDPs are com- monly found e.g., in e-commerce. In this paper we develop a framework sup
The next generation of genomic, sensing, and imaging technologies has generated a deluge of DNA sequencing, transcr iptomes, epigenomic, metabolic, physiological (ECG, EEG, EMG, and MEG), image (CT, MRI, fMRI, DTI, PET), behavioral, and clini- cal d
This paper presents a speech recognition sys- tem that directly transcribes audio data with text, without requiring an intermediate phonetic repre- sentation. The system is based on a combination of the deep bidirectional LSTM recurrent neural netwo
