Babak Zamirai

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 7

Top Topics

Automated Visual Inspection

Quality Guarantees

Top Venues

Publications

Salar Latifi, Babak Zamirai, Scott A. Mahlke
SoftFusion: A Low-Cost Approach to Enhance Reliability of Object Detection Applications. ICCD (2022)
Salar Latifi, Babak Zamirai, Scott A. Mahlke
PolygraphMR: Enhancing the Reliability and Dependability of CNNs. DSN (2020)
Babak Zamirai, Salar Latifi, Pedram Zamirai, Scott A. Mahlke
SIEVE: Speculative Inference on the Edge with Versatile Exportation. DAC (2020)
Babak Zamirai, Salar Latifi, Scott A. Mahlke
POSTER: Pairing Up CNNs for High Throughput Deep Learning. PACT (2019)
Parker Hill, Babak Zamirai, Shengshuo Lu, Yu-Wei Chao, Michael Laurenzano, Mehrzad Samadi, Marios C. Papaefthymiou, Scott A. Mahlke, Thomas F. Wenisch, Jia Deng, Lingjia Tang, Jason Mars
Rethinking Numerical Representations for Deep Neural Networks. CoRR (2018)
Parker Hill, Animesh Jain, Mason Hill, Babak Zamirai, Chang-Hong Hsu, Michael A. Laurenzano, Scott A. Mahlke, Lingjia Tang, Jason Mars
DeftNN: addressing bottlenecks for DNN execution on GPUs via synapse vector elimination and near-compute data fission. MICRO (2017)
Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke
Quality Control for Approximate Accelerators by Error Prediction. IEEE Des. Test 33 (1) (2016)
Daya Shanker Khudia, Babak Zamirai, Mehrzad Samadi, Scott A. Mahlke
Rumba: an online quality management system for approximate computing. ISCA (2015)