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Arjun Ashok
Arjun Ashok
ServiceNow Research
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Year
Super-naturalinstructions: Generalization via declarative instructions on 1600+ nlp tasks
Y Wang, S Mishra, P Alipoormolabashi, Y Kordi, A Mirzaei, A Arunkumar, ...
arXiv preprint arXiv:2204.07705, 2022
649*2022
Lag-Llama: Towards Foundation Models for Time Series Forecasting
K Rasul*, A Ashok*, AR Williams, A Khorasani, G Adamopoulos, ...
arXiv preprint arXiv:2310.08278, 2023
154*2023
Extremely Simple Activation Shaping for Out-of-Distribution Detection
A Djurisic, N Bozanic, A Ashok, R Liu
ICLR, 2023
1482023
Class-Incremental Learning with Cross-Space Clustering and Controlled Transfer
A Ashok, KJ Joseph, V Balasubramanian
ECCV, 2022
322022
TACTiS-2: Better, Faster, Simpler Attentional Copulas for Multivariate Time Series
A Ashok, É Marcotte, V Zantedeschi, N Chapados, A Drouin
ICLR, 2024
132024
Context is Key: A Benchmark for Forecasting with Essential Textual Information
AR Williams*, A Ashok*, É Marcotte, V Zantedeschi, J Subramanian, ...
arXiv preprint arXiv:2410.18959, 2024
22024
[Re] Does Self-Supervision Always Improve Few-Shot Learning?
A Ashok, H Aekula
ML Reproducibility Challenge 2021 (Fall Edition), 2022
1*2022
Learning Modular Structures That Generalize Out-of-Distribution
A Ashok, C Devaguptapu, VN Balasubramanian
AAAI, 2022
1*2022
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