patents

Patents by categories in reversed chronological order. generated by jekyll-scholar.

2021

  1. Generating informative and accurate descriptions of natural hazards and phenomena using large transformer-based models
    Vasiliki Tassopoulou, Noah Kasmanoff, Vishvesh Soni, Fech Scen Khoo, Kevin Ward, and 5 more authors
    In AGU Fall Meeting Abstracts Dec 2021

2020

  1. Nontrivial Lexical Convergence in a Geography-Themed Game
    Amanda Bergqvist, Ramesh Manuvinakurike, Deepthi Karkada, and Maike Paetzel
    In Proceedings of the 21th Annual Meeting of the Special Interest Group on Discourse and Dialogue Jul 2020
  2. RDG-Map: A Multimodal Corpus of Pedagogical Human-Agent Spoken Interactions.
    Maike Paetzel, Deepthi Karkada, and Ramesh Manuvinakurike
    In Proceedings of the Twelfth Language Resources and Evaluation Conference May 2020

2019

  1. Efficient 8-Bit Quantization of Transformer Neural Machine Language Translation Model
    Aishwarya Bhandare, Vamsi Sripathi, Deepthi Karkada, Vivek Menon, Sun Choi, and 2 more authors
    CoRR May 2019
  2. Best practices for scaling deep learning training and inference with tensorflow on intel xeon processor-based hpc infrastructures
    Aishwarya Bhandare, Deepthi Karkada, Kushal Datta, Anupama Kurpad, Vamsi Sripathi, and 2 more authors
    Connectivity Group & AI Products Group, Data Center Group Customer Solutions Technical Enabling, Intel Corporation, Tech. Rep May 2019

2018

  1. Training Speech Recognition Models on HPC Infrastructure
    Deepthi Karkada, and Vikram A. Saletore
    In 2018 IEEE/ACM Machine Learning in HPC Environments (MLHPC) May 2018
  2. Towards Understanding End-of-trip Instructions in a Taxi Ride Scenario
    Deepthi Karkada, Ramesh R. Manuvinakurike, and Kallirroi Georgila
    CoRR May 2018