6 citations · 12 across the 3 of their papers we have counts for
6 papers
MetaPix: A Data-Centric AI Development Platform for Efficient Management and Utilization of Unstructured Computer Vision Data
Sai Vishwanath Venkatesh, Atra Akandeh, Madhu Lokanath
In today's world of advanced AI technologies, data management is a critical component of any AI/ML solution. Effective data management is vital for the creation and maintenance of…
Sentence-Level Sign Language Recognition Framework
Atra Akandeh
We present two solutions to sentence-level SLR. Sentence-level SLR required mapping videos of sign language sentences to sequences of gloss labels. Connectionist Temporal Classific…
Slim LSTM networks: LSTM_6 and LSTM_C6
Atra Akandeh, Fathi M. Salem
We have shown previously that our parameter-reduced variants of Long Short-Term Memory (LSTM) Recurrent Neural Networks (RNN) are comparable in performance to the standard LSTM RNN…
Simplified Long Short-term Memory Recurrent Neural Networks: part III
Atra Akandeh, Fathi M. Salem
This is part III of three-part work. In parts I and II, we have presented eight variants for simplified Long Short Term Memory (LSTM) recurrent neural networks (RNNs). It is noted…
Simplified Long Short-term Memory Recurrent Neural Networks: part II
Atra Akandeh, Fathi M. Salem
This is part II of three-part work. Here, we present a second set of inter-related five variants of simplified Long Short-term Memory (LSTM) recurrent neural networks by further re…
Simplified Long Short-term Memory Recurrent Neural Networks: part I
Atra Akandeh, Fathi M. Salem
We present five variants of the standard Long Short-term Memory (LSTM) recurrent neural networks by uniformly reducing blocks of adaptive parameters in the gating mechanisms. For s…