ASMNet: a Lightweight Deep Neural Network for Face Alignment and Pose Estimation

1 code implementation • 27 Feb 2021 • Ali Pourramezan Fard, Hojjat Abdollahi, Mohammad Mahoor

We compare the performance of our proposed model called ASMNet with MobileNetV2 (which is about 2 times bigger than ASMNet) in both the face alignment and pose estimation tasks.

Face Alignment Head Pose Estimation +1

A Bi-Encoder LSTM Model For Learning Unstructured Dialogs

1 code implementation • 25 Apr 2021 • Diwanshu Shekhar, Pooran S. Negi, Mohammad Mahoor

Creating a data-driven model that is trained on a large dataset of unstructured dialogs is a crucial step in developing Retrieval-based Chatbot systems.

Chatbot Retrieval +1

Leveraging Class Similarity to Improve Deep Neural Network Robustness

no code implementations • 23 Dec 2018 • Pooran Singh Negi, David Chan, Mohammad Mahoor

Traditionally artificial neural networks (ANNs) are trained by minimizing the cross-entropy between a provided groundtruth delta distribution (encoded as one-hot vector) and the ANN's predictive softmax distribution.

Deep Learning-based Symbolic Indoor Positioning using the Serving eNodeB

no code implementations • 28 Sep 2020 • Fahad Alhomayani, Mohammad Mahoor

This paper presents a novel indoor positioning method designed for residential apartments.

Denoising