Publications

Check out my Google Scholar for a more updated list of publications.

ScripTONES: Sentiment-Conditioned Music Generation for Movie Scripts
NeurIPS 2023 - Machine Learning for Audio Workshop, AIML Systems 2023 - Generative AI Workshop
Vishruth Veerendranath, Vibha Masti, Utkarsh Gupta, Hrishit Chaudhuri, Gowri Srinivasa
paper poster website

@inproceedings{veerendranath2023scriptones,
  title={ScripTONES: Sentiment-Conditioned Music Generation for Movie Scripts},
  author={Veerendranath, Vishruth and Masti, Vibha and Gupta, Utkarsh and Chaudhuri, Hrishit and Srinivasa, Gowri},
  booktitle={Proceedings of the Third International Conference on AI-ML Systems},
  pages={1--6},
  year={2023}
}

C3PO: A Lightweight Copying Mechanism for Translating Pseudocode to Code
AACL-IJCNLP 2022 - Student Research Workshop
Vishruth Veerendranath, Vibha Masti, Prajwal Anagani, Mamatha HR
paper code video

@inproceedings{veerendranath-etal-2022-c3po,
  title = "{C3PO}: {A} Lightweight Copying Mechanism for Translating Pseudocode to Code",
  author = "Veerendranath, Vishruth and Masti, Vibha and Anagani, Prajwal and Hr, Mamatha",
  booktitle = "Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing: Student Research Workshop",
  month = nov,
  year = "2022",
  address = "Online",
  publisher = "Association for Computational Linguistics",
  url = "https://aclanthology.org/2022.aacl-srw.7",
  pages = "47--53"
}

GraphCoReg: Co-Training for Regression on Temporal Graphs
ECML-PKDD 2022 - International Workshop on Mining and Learning with Graphs
Harshith Mohan Kumar, Vishruth Veerendranath, Vibha Masti, Divya Shekar, Bhaskarjyoti Das
Student Best Paper Award 🏆
paper code

@inproceedings{
  kumar2022graphcoreg,
  title={GraphCoReg: Co-Training for Regression on Temporal Graphs},
  author={Harshith Mohan Kumar and Vishruth Veerendranath and Vibha Masti and Divya Shekar and Bhaskarjyoti Das},
  booktitle={18th International Workshop on Mining and Learning with Graphs},
  year={2022},
  url={https://openreview.net/forum?id=JExuzizhS-p}
}

Multivariate Covid-19 Forecasting with Vaccinations as a factor: the case of India and USA
ICML 2022 - 1st Workshop on Healthcare AI and COVID-19, IEEE Region 10 Symposium (TENSYMP) 2022
Vibha Masti*, Vishruth Veerendranath*, Harshith Mohan Kumar*
paper code

@inproceedings{9864476,
  author={Masti, Vibha and Veerendranath, Vishruth and Kumar, Harshith Mohan},
  booktitle={2022 IEEE Region 10 Symposium (TENSYMP)}, 
  title={Multivariate Covid-19 Forecasting with Vaccinations as a factor: the case of India and USA}, 
  year={2022},
  volume={},
  number={},
  pages={1-6},
  doi={10.1109/TENSYMP54529.2022.9864476}}

A Comparative Study of Algorithms for Intelligent Traffic Signal Control
Hrishit Chaudhuri*, Vibha Masti*, Vishruth Veerendranath*, S Natarajan
paper code

@incollection{chaudhuri2022comparative,
  title={A comparative study of algorithms for intelligent traffic signal control},
  author={Chaudhuri, Hrishit and Masti, Vibha and Veerendranath, Vishruth and Natarajan, S},
  booktitle={Machine Learning and Autonomous Systems: Proceedings of ICMLAS 2021},
  pages={271--287},
  year={2022},
  publisher={Springer}
}

Manuscripts Under Review/in Preparation

StopAndGrow: Accelerating Large Language Model Pre-training by Growing Intermediate Checkpoints
Vibha Masti, Xinyue Liu, Ananya Jha, Emma Strubell
paper

Does Quantization impact Mathematical Reasoning in Language Models?
Vibha Masti, Aryan Singhal, Jaydev Jangiti, Lindia Tjuatja
paper