Ayush K. Tarun

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Hey, thanks for stopping by! :wave:

I am a PhD student at EPFL’s NLP Lab supervised by Prof. Antoine Bosselut. I am deeply captivated by the transformative potential of deep learning and machine learning across diverse domains. My experience spans recommendation systems, computer vision, natural language processing (NLP), and privacy. At present, my research primarily focuses on multilingual LLMs.

Previously, I completed my B.E. from BITS Pilani, India. My bachelor thesis was supervised by Dr. Mohan Kankanhalli and Dr. Murari Mandal at National University of Singapore.

In my free time, I enjoy sports, mostly cricket and badminton, playing my piano, and sleeping.

news

Oct 8, 2024 Chitrarth: Bridging Vision and Language for a Billion People. is accepted at Multimodal Algorithmic Reasoning (MAR) Workshop at NeurIPS !
Sep 21, 2024 Chitranuvad: Adapting Multi-lingual LLMs for Multimodal Translation is accepted at Workshop on Asian Translation (WAT2024) at EMNLP !
Sep 2, 2024 I have joined EPFL as a PhD student in the EPFL NLP Group !
May 17, 2024 EcoVal: An Efficient Data Valuation Framework for Machine Learning accepted in KDD 2024!
Feb 1, 2024 I have joined Krutrim as a Research Scientist!
Jul 1, 2023 I have joined Famdo as the Lead of AI & Research!
Apr 25, 2023 Deep Regression Unlearning accepted in ICML-2023!
Apr 4, 2023 Fast Yet Effective Machine Unlearning accepted in IEEE TNNLS (IF: 14.26)!
Mar 22, 2023 Zero-Shot Machine Unlearning accepted in IEEE TIFS (IF: 7.23)!
Dec 10, 2022 TabSynDex: A Universal Metric for Robust Evaluation of Synthetic Tabular Data accepted in IEEE TAI!
Nov 19, 2022 Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks using an Incompetent Teacher accepted in AAAI-2023!
Jun 26, 2022 Graduated from BITS Pilani with a distinction!
Apr 28, 2022 I am joining Pepper Content as a Machine Learning Engineer!
Jun 7, 2021 I am joining Saleforce as an SDE Intern!