Prajwal Gatti

I am a first year Ph.D. student at the University of Bristol advised by Prof. Dima Damen, in the Machine Learning and Computer Vision Group. My research interests are in AI for video understanding, specifically in the areas of long-term video understanding, egocentric video understanding and improving long-tailed performance of video recognition methods.

Prior to this, I was a Research Assistant at the Indian Institute of Technology Jodhpur advised by Prof. Anand Mishra where I explored the problems of vision-augemented table-to-text generation, cross-modal image retrieval among other vision-language problems.

I also briefly interned at the Center for Neuroscience, Indian Institute of Science where I worked on EEG Brain-Computer Interfaces under the advise of Prof. Sridharan Devarajan.

I received my B.E. in Information Science and Engineering at Dayananda Sagar College of Engineering in 2020.

Email / LinkedIn / Google Scholar / GitHub

News

Jul 2024: Attending the ICVSS 2024 summer school.
Jan 2024: Started my Ph.D. in Computer Science at the University of Bristol, advised by Prof. Dima Damen! 🥳
Dec 2023: Our work CSTBIR has been accepted at AAAI 2024.
Nov 2023: Speaking at the AI-ML 2023 (All India Track) Conference about my work on VisToT.
Aug 2023: Our work Towards Making Flowchart Images Machine Interpretable has been accepted at ICDAR 2023.
Apr 2023: In the organizing team of Summer Challenge on Writer Verification at NCVPRIPG'23. Consider participating!
Nov 2022: Will be attending AACL 2022 virtually, and EMNLP 2022 in-person at Abu Dhabi.
Oct 2022: Our work VisToT has been accepted at EMNLP 2022.
Sep 2022: Our work COFAR has been accepted at AACL-IJCNLP 2022.
Mar 2021: Joined the Vision, Language and Learning Group (VL2G) at IIT Jodhpur as a Research Assistant.

Selected Publications

	Show Me the World in My Language: Establishing the First Baseline for Scene-Text to Scene-Text Translation Shreyas Vaidya^, Arvind Kumar Sharma^, Prajwal Gatti, Anand Mishra ICPR 2024 paper / project page
	Composite Sketch+Text Queries for Retrieving Objects with Elusive Names and Complex Interactions Prajwal Gatti, Kshitij Parikh, Dhriti Paul, Manish Gupta, Anand Mishra AAAI 2024 paper / poster / project page
	Towards Making Flowchart Images Machine Interpretable Shreya Shukla, Prajwal Gatti, Yogesh Kumar, Vikash Yadav, Anand Mishra ICDAR 2023 paper / pre-print / project page
	VisToT: Vision-Augmented Table-to-Text Generation Prajwal Gatti, Anand Mishra, Manish Gupta, Mithun Das Gupta EMNLP 2022 paper / poster / project page
	COFAR: Commonsense and Factual Reasoning in Image Search Prajwal Gatti, Abhirama Penamakuri, Revant Teotia, Anand Mishra, Shubhashis Sengupta, Roshni Ramnani AACL-IJCNLP 2022 paper / poster / project page

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