85 citations · 279 across the 7 of their papers we have counts for
12 papers
Transferable Graph Optimizers for ML Compilers
Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi +9
Most compilers for machine learning (ML) frameworks need to solve many correlated optimization problems to generate efficient machine code. Current ML compilers rely on heuristics…
Age and Gender Prediction From Face Images Using Attentional Convolutional Network
Amirali Abdolrashidi, Mehdi Minaei, Elham Azimi +1
Automatic prediction of age and gender from face images has drawn a lot of attention recently, due it is wide applications in various facial analysis problems. However, due to the…
Palm-GAN: Generating Realistic Palmprint Images Using Total-Variation Regularized GAN
Shervin Minaee, Mehdi Minaei, Amirali Abdolrashidi
Generating realistic palmprint (more generally biometric) images has always been an interesting and, at the same time, challenging problem. Classical statistical models fail to gen…
Biometrics Recognition Using Deep Learning: A Survey
Shervin Minaee, Amirali Abdolrashidi, Hang Su +2
Deep learning-based models have been very successful in achieving state-of-the-art results in many of the computer vision, speech recognition, and natural language processing tasks…
GDP: Generalized Device Placement for Dataflow Graphs
Yanqi Zhou, Sudip Roy, Amirali Abdolrashidi +8
Runtime and scalability of large neural networks can be significantly affected by the placement of operations in their dataflow graphs on suitable devices. With increasingly comple…
FingerNet: Pushing The Limits of Fingerprint Recognition Using Convolutional Neural Network
Shervin Minaee, Elham Azimi, Amirali Abdolrashidi
Fingerprint recognition has been utilized for cellphone authentication, airport security and beyond. Many different features and algorithms have been proposed to improve fingerprin…