Aidin Shiri

11 papers Journal 6Unranked 5
YearRankTypeTitle / Venue / Authors
2024 — conf
L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models✱.
COMAD/CODS
Aidin Shiri, Kaushik Roy, Amit P. Sheth, Manas Gaur
2023 J jnl
L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models.
CoRR
Aidin Shiri, Kaushik Roy, Amit P. Sheth, Manas Gaur
2023 J jnl
Simple is Better and Large is Not Enough: Towards Ensembling of Foundational Language Models.
CoRR
Nancy Tyagi, Aidin Shiri, Surjodeep Sarkar, Abhishek Kumar Umrawal, Manas Gaur
2022 J jnl
A Hardware Accelerator for Language-Guided Reinforcement Learning.
IEEE Des. Test
Aidin Shiri, Arnab Neelim Mazumder, Bharat Prakash, Houman Homayoun, Nicholas R. Waytowich, Tinoosh Mohsenin
2022 — conf
An Optimization Framework for Efficient Vision-Based Autonomous Drone Navigation.
AICAS
Mozhgan Navardi, Aidin Shiri, Edward Humes, Nicholas R. Waytowich, Tinoosh Mohsenin
2022 J jnl
E2HRL: An Energy-efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning.
ACM Trans. Design Autom. Electr. Syst.
Aidin Shiri, Uttej Kallakuri, Hasib-Al Rashid, Bharat Prakash, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin
2022 J jnl
Efficient Language-Guided Reinforcement Learning for Resource-Constrained Autonomous Systems.
IEEE Micro
Aidin Shiri, Mozhgan Navardi, Tejaswini Manjunath, Nicholas R. Waytowich, Tinoosh Mohsenin
2021 J jnl
An Energy Efficient EdgeAI Autoencoder Accelerator for Reinforcement Learning.
IEEE Open J. Circuits Syst.
Nitheesh Kumar Manjunath, Aidin Shiri, Morteza Hosseini, Bharat Prakash, Nicholas R. Waytowich, Tinoosh Mohsenin
2021 — conf
An Energy-Efficient Hardware Accelerator for Hierarchical Deep Reinforcement Learning.
AICAS
Aidin Shiri, Bharat Prakash, Arnab Neelim Mazumder, Nicholas R. Waytowich, Tim Oates, Tinoosh Mohsenin
2020 — conf
End-to-end Scalable and Low Power Multi-modal CNN for Respiratory-related Symptoms Detection.
SoCC
Haoran Ren, Arnab Neelim Mazumder, Hasib-Al Rashid, Vandana Chandrareddy, Aidin Shiri, Nitheesh Kumar Manjunath, Tinoosh Mohsenin
2020 — conf
Energy-Efficient Hardware for Language Guided Reinforcement Learning.
ACM Great Lakes Symposium on VLSI
Aidin Shiri, Arnab Neelim Mazumder, Bharat Prakash, Nitheesh Kumar Manjunath, Houman Homayoun, Avesta Sasan, Nicholas R. Waytowich, Tinoosh Mohsenin