Search Results for author: Arman Kazemi

Found 5 papers, 1 papers with code

Associative Memory Based Experience Replay for Deep Reinforcement Learning

no code implementations16 Jul 2022 Mengyuan Li, Arman Kazemi, Ann Franchesca Laguna, X. Sharon Hu

AMPER replaces the widely-used time-costly tree-traversal-based priority sampling in PER while preserving the learning performance.

reinforcement-learning Reinforcement Learning (RL)

Experimentally realized memristive memory augmented neural network

no code implementations15 Apr 2022 Ruibin Mao, Bo Wen, Yahui Zhao, Arman Kazemi, Ann Franchesca Laguna, Michael Neimier, X. Sharon Hu, Xia Sheng, Catherine E. Graves, John Paul Strachan, Can Li

Memory augmented neural network has been proposed to achieve the goal, but the memory module has to be stored in an off-chip memory due to its size.

One-Shot Learning

Performance Analysis of Semi-supervised Learning in the Small-data Regime using VAEs

1 code implementation26 Feb 2020 Varun Mannam, Arman Kazemi

Extracting large amounts of data from biological samples is not feasible due to radiation issues, and image processing in the small-data regime is one of the critical challenges when working with a limited amount of data.

Small Data Image Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.