Burhan Ahmad Mudassar

According to our database, Burhan Ahmad Mudassar authored at least 24 papers between 2015 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

RADNet: A Deep Neural Network Model for Robust Perception in Moving Autonomous Systems.

Burhan Ahmad Mudassar, Sho Ko, Maojingjing Li, Priyabrata Saha, Saibal Mukhopadhyay

CoRR, 2022

Lightweight Model Uncertainty Estimation for Deep Neural Object Detection.

Minah Lee, Burhan Ahmad Mudassar, Saibal Mukhopadhyay

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

A Feedback Methodology for Task-Driven Fine-Grained Pixel Control in Smart Cameras.

Burhan Ahmad Mudassar

PhD thesis, 2021

A Task-Driven Feedback Imager with Uncertainty Driven Hybrid Control.

Burhan Ahmad Mudassar, Priyabrata Saha, Marilyn Wolf, Saibal Mukhopadhyay

Sensors, 2021

Reliable Edge Intelligence in Unreliable Environment.

Minah Lee, Xueyuan She, Biswadeep Chakraborty, Saurabh Dash, Burhan Ahmad Mudassar, Saibal Mukhopadhyay

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020

Algorithm-Circuit Cross-layer Control for Digital Pixel Image Sensors.

Mandovi Mukherjee, Burhan Ahmad Mudassar, Minah Lee, Saibal Mukhopadhyay

Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

Uncertainty Characterization in Active Sensor Systems with DNN-based Feedback Control.

Burhan Ahmad Mudassar, Priyabrata Saha, Saibal Mukhopadhyay

Proceedings of the 2020 IEEE Sensors, Rotterdam, The Netherlands, October 25-28, 2020, 2020

MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network.

Priyabrata Saha, Arslan Ali, Burhan Ahmad Mudassar, Yun Long, Saibal Mukhopadhyay

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

WarningNet: A Deep Learning Platform for Early Warning of Task Failures under Input Perturbation for Reliable Autonomous Platforms.

Minah Lee, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

Heterogeneous integration for artificial intelligence: Challenges and opportunities.

Saibal Mukhopadhyay, Yun Long, Burhan Ahmad Mudassar, C. S. Nair, Bartlet H. DeProspo, Hakki Mert Torun, M. Kathaperumal, V. Smet, Duckhwan Kim, Sudhakar Yalamanchili, Madhavan Swaminathan

IBM J. Res. Dev., 2019

CAMEL: An Adaptive Camera With Embedded Machine Learning-Based Sensor Parameter Control.

Burhan Ahmad Mudassar, Priyabrata Saha, Yun Long, Mohammad Faisal Amir, Evan Gebhardt, Taesik Na, Jong Hwan Ko, Marilyn Wolf, Saibal Mukhopadhyay

IEEE J. Emerg. Sel. Topics Circuits Syst., 2019

Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms.

Taesik Na, Minah Lee, Burhan Ahmad Mudassar, Priyabrata Saha, Jong Hwan Ko, Saibal Mukhopadhyay

Proceedings of the International Joint Conference on Neural Networks, 2019

FocalNet - Foveal Attention for Post-processing DNN Outputs.

Burhan Ahmad Mudassar, Saibal Mukhopadhyay

Proceedings of the International Joint Conference on Neural Networks, 2019

A Camera with Brain - Embedding Machine Learning in 3D Sensors.

Burhan Ahmad Mudassar, Priyabrata Saha, Yun Long, Mohammad Faisal Amir, Evan Gebhardt, Taesik Na, Jong Hwan Ko, Marilyn Wolf, Saibal Mukhopadhyay

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

Rethinking Convolutional Feature Extraction for Small Object Detection.

Burhan Ahmad Mudassar, Saibal Mukhopadhyay

Proceedings of the 30th British Machine Vision Conference 2019, 2019

A Spatiotemporal Pre-processing Network for Activity Recognition under Rain.

Minah Lee, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Performance Implications of NoCs on 3D-Stacked Memories: Insights from the Hybrid Memory Cube.

Ramyad Hadidi, Bahar Asgari, Jeffrey S. Young, Burhan Ahmad Mudassar, Kartikay Garg, Tushar Krishna, Hyesoon Kim

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2018

An Unsupervised Anomalous Event Detection Framework with Class Aware Source Separation.

Burhan Ahmad Mudassar, Jong Hwan Ko, Saibal Mukhopadhyay

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

The CAMEL approach to stacked sensor smart cameras.

Saibal Mukhopadhyay, Marilyn Wolf, Mohammed Faisal Amir, Evan Gebhardt, Jong Hwan Ko, Jaeha Kung, Burhan Ahmad Musassar

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Edge-cloud collaborative processing for intelligent internet of things: a case study on smart surveillance.

Burhan Ahmad Mudassar, Jong Hwan Ko, Saibal Mukhopadhyay

Proceedings of the 55th Annual Design Automation Conference, 2018

Adaptive Control of Camera Modality with Deep Neural Network-Based Feedback for Efficient Object Tracking.

Priyabrata Saha, Burhan Ahmad Mudassar, Saibal Mukhopadhyay

Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018

2017

Demystifying the characteristics of 3D-stacked memories: A case study for Hybrid Memory Cube.

Ramyad Hadidi, Bahar Asgari, Burhan Ahmad Mudassar, Saibal Mukhopadhyay, Sudhakar Yalamanchili, Hyesoon Kim

Proceedings of the 2017 IEEE International Symposium on Workload Characterization, 2017

Design of an Energy-Efficient Accelerator for Training of Convolutional Neural Networks using Frequency-Domain Computation.

Jong Hwan Ko, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay

Proceedings of the 54th Annual Design Automation Conference, 2017

2015

An Energy-Efficient Wireless Video Sensor Node for Moving Object Surveillance.

Jong Hwan Ko, Burhan Ahmad Mudassar, Saibal Mukhopadhyay

IEEE Trans. Multi Scale Comput. Syst., 2015