I am a Visiting Researcher (Full-Time) at ServiceNow Research, Montreal and a PhD Student at MILA in Irina Rish's group. At ServiceNow, I work with Étienne Marcotte, Alexandre Drouin, Valentina Zantedeschi and Nicolas Chapados. My current research interests are in time-series forecasting and decision making. I previously worked in computer vision and natural language processing.
My email address is arjun.ashok.psg [at] gmail [dot] com.
Oct '23 | TACTiS-2 is out on arXiv. |
Oct '23 | A preliminary version of Lag-Llama is out on arXiv. |
Jan '23 | One paper on out-of-distribution detection accepted to ICLR 2023. This is work in collaboration with folks at ML Collective mentored by Rosanne Liu. |
Jan '23 | Started as a Visiting Researcher (Full-Time) at ServiceNow Research, Montreal. Excited to continue working on problems in time series representation learning! |
Aug '22 | Preliminary work on self-supervised learning objectives for weather time series accepted at the AAAI 2022 Fall Symposium on Climate Change. |
Jul '22 | One paper on Class-Incremental Learning accepted as a full paper at ECCV 2022. |
Jun '22 | Started as a Research Intern at IBM Research, India. I'll be working on building self-supervised learning objectives and pre-trained models for geospatial weather time series. |
Jun '22 | One paper on cross-task generalization in NLP submitted to EMNLP 2022 (Update: Accepted). |
Apr '22 | One paper on Class-Incremental Learning accepted at the CLVISION Workshop at CVPR 2022 as a non-archival paper (Update: Accepted at ECCV 2022). |
Apr '22 | One reproducibility report on Self-Supervision and Few-shot Learning accepted at the ML Reproducibility Challenge 2021 (Fall Edition) and published at ReScience-C. |
Oct '21 | One paper on out-of-distribution generalization accepted as AAAI 2022 as a student abstract. |
Jun '21 | Started as a Research Assistant at IIT Hyderabad under Prof. Vineeth Balasubramanian. |
TL;DR Abstract Paper arXiv Project Page Code
TL;DR Abstract arXiv Project Page Code
TL;DR Abstract arXiv Dataset Code Project Page
I am a Carnatic Vocalist and a student of Vidwan Bharat Sundar. I have performed in multiple venues in India. Here is a news article that covered one of my concerts in Coimbatore. |
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