Personal Information
Organization / Workplace
Amherst, New York United States
Occupation
Principal Software Engineer
Industry
Technology / Software / Internet
Website
pradipto.com
About
Goals: Practical large scale content analysis
Professional Experience:
Video to Text Translation without using Expensive Frame-by-frame Manual Annotation:
• Innovative formulation of unsupervised probabilistic latent variable models that allow discovery of topics from documents containing real life videos and very short summaries
• Extensive experimentations with topic models that translate related words to video frames and also translate a new video to relevant keywords and then to natural language phrases and sentences using language models and parse trees
• Provided solutions for scenarios where manual frame-by-frame annotation of real life longer videos are difficult and no
Tags
topic modeling
machine learning
topic models
hierarchical classification
product taxonomy categorization
natural language processing
video to text
clustering
lda
See more
Presentations
(5)Personal Information
Organization / Workplace
Amherst, New York United States
Occupation
Principal Software Engineer
Industry
Technology / Software / Internet
Website
pradipto.com
About
Goals: Practical large scale content analysis
Professional Experience:
Video to Text Translation without using Expensive Frame-by-frame Manual Annotation:
• Innovative formulation of unsupervised probabilistic latent variable models that allow discovery of topics from documents containing real life videos and very short summaries
• Extensive experimentations with topic models that translate related words to video frames and also translate a new video to relevant keywords and then to natural language phrases and sentences using language models and parse trees
• Provided solutions for scenarios where manual frame-by-frame annotation of real life longer videos are difficult and no
Tags
topic modeling
machine learning
topic models
hierarchical classification
product taxonomy categorization
natural language processing
video to text
clustering
lda
See more