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ORCIDBurhan Ahmad Mudassar
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2020 – today
- 2022
[c18]Minah Lee
, Burhan Ahmad Mudassar, Saibal Mukhopadhyay:
Lightweight Model Uncertainty Estimation for Deep Neural Object Detection. IJCNN 2022: 1-8- [i5]Burhan Ahmad Mudassar, Sho Ko, Maojingjing Li, Priyabrata Saha, Saibal Mukhopadhyay:
RADNet: A Deep Neural Network Model for Robust Perception in Moving Autonomous Systems. CoRR abs/2205.00364 (2022) - 2021
- [b1]Burhan Ahmad Mudassar:
A Feedback Methodology for Task-Driven Fine-Grained Pixel Control in Smart Cameras. Georgia Institute of Technology, Atlanta, GA, USA, 2021 - [j4]Burhan Ahmad Mudassar, Priyabrata Saha, Marilyn Wolf, Saibal Mukhopadhyay:
A Task-Driven Feedback Imager with Uncertainty Driven Hybrid Control. Sensors 21(8): 2610 (2021) - [c17]Minah Lee, Xueyuan She, Biswadeep Chakraborty, Saurabh Dash, Burhan Ahmad Mudassar, Saibal Mukhopadhyay:
Reliable Edge Intelligence in Unreliable Environment. DATE 2021: 896-901 - 2020
- [c16]Minah Lee, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay:
WarningNet: A Deep Learning Platform for Early Warning of Task Failures under Input Perturbation for Reliable Autonomous Platforms. DAC 2020: 1-6 - [c15]Priyabrata Saha, Arslan Ali, Burhan Ahmad Mudassar, Yun Long, Saibal Mukhopadhyay:
MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network. ICRA 2020: 8158-8164 - [c14]Burhan Ahmad Mudassar, Priyabrata Saha, Saibal Mukhopadhyay:
Uncertainty Characterization in Active Sensor Systems with DNN-based Feedback Control. IEEE SENSORS 2020: 1-4 - [c13]Mandovi Mukherjee, Burhan Ahmad Mudassar, Minah Lee, Saibal Mukhopadhyay:
Algorithm-Circuit Cross-layer Control for Digital Pixel Image Sensors. IEEE SENSORS 2020: 1-4 - [i4]Priyabrata Saha, Arslan Ali, Burhan Ahmad Mudassar, Yun Long, Saibal Mukhopadhyay:
MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network. CoRR abs/2001.09001 (2020)
2010 – 2019
- 2019
- [j3]Burhan Ahmad Mudassar, Priyabrata Saha, Yun Long, Mohammad Faisal Amir, Evan Gebhardt, Taesik Na, Jong Hwan Ko, Marilyn Wolf, Saibal Mukhopadhyay:
CAMEL: An Adaptive Camera With Embedded Machine Learning-Based Sensor Parameter Control. IEEE J. Emerg. Sel. Topics Circuits Syst. 9(3): 498-508 (2019) - [j2]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:
Heterogeneous integration for artificial intelligence: Challenges and opportunities. IBM J. Res. Dev. 63(6): 4:1 (2019) - [c12]Minah Lee, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay:
A Spatiotemporal Pre-processing Network for Activity Recognition under Rain. BMVC 2019: 178 - [c11]Burhan Ahmad Mudassar, Saibal Mukhopadhyay:
Rethinking Convolutional Feature Extraction for Small Object Detection. BMVC 2019: 234 - [c10]Burhan Ahmad Mudassar, Priyabrata Saha, Yun Long, Mohammad Faisal Amir, Evan Gebhardt, Taesik Na, Jong Hwan Ko, Marilyn Wolf, Saibal Mukhopadhyay:
A Camera with Brain - Embedding Machine Learning in 3D Sensors. DATE 2019: 680-685 - [c9]Burhan Ahmad Mudassar, Saibal Mukhopadhyay:
FocalNet - Foveal Attention for Post-processing DNN Outputs. IJCNN 2019: 1-8 - [c8]Taesik Na, Minah Lee, Burhan Ahmad Mudassar, Priyabrata Saha, Jong Hwan Ko, Saibal Mukhopadhyay:
Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms. IJCNN 2019: 1-7 - [i3]Taesik Na, Minah Lee, Burhan Ahmad Mudassar, Priyabrata Saha, Jong Hwan Ko, Saibal Mukhopadhyay:
Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms. CoRR abs/1904.12426 (2019) - 2018
- [c7]Priyabrata Saha, Burhan Ahmad Mudassar, Saibal Mukhopadhyay:
Adaptive Control of Camera Modality with Deep Neural Network-Based Feedback for Efficient Object Tracking. AVSS 2018: 1-6 - [c6]Burhan Ahmad Mudassar, Jong Hwan Ko, Saibal Mukhopadhyay:
Edge-cloud collaborative processing for intelligent internet of things: a case study on smart surveillance. DAC 2018: 146:1-146:6 - [c5]Saibal Mukhopadhyay, Marilyn Wolf, Mohammed Faisal Amir, Evan Gebhardt, Jong Hwan Ko, Jaeha Kung, Burhan Ahmad Musassar:
The CAMEL approach to stacked sensor smart cameras. DATE 2018: 1299-1303 - [c4]Burhan Ahmad Mudassar, Jong Hwan Ko, Saibal Mukhopadhyay:
An Unsupervised Anomalous Event Detection Framework with Class Aware Source Separation. ICASSP 2018: 2671-2675 - [c3]Ramyad Hadidi, Bahar Asgari, Jeffrey S. Young, Burhan Ahmad Mudassar, Kartikay Garg, Tushar Krishna, Hyesoon Kim:
Performance Implications of NoCs on 3D-Stacked Memories: Insights from the Hybrid Memory Cube. ISPASS 2018: 99-108 - 2017
- [c2]Jong Hwan Ko, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay:
Design of an Energy-Efficient Accelerator for Training of Convolutional Neural Networks using Frequency-Domain Computation. DAC 2017: 59:1-59:6 - [c1]Ramyad Hadidi, Bahar Asgari, Burhan Ahmad Mudassar, Saibal Mukhopadhyay, Sudhakar Yalamanchili, Hyesoon Kim:
Demystifying the characteristics of 3D-stacked memories: A case study for Hybrid Memory Cube. IISWC 2017: 66-75 - [i2]Ramyad Hadidi, Bahar Asgari, Burhan Ahmad Mudassar, Saibal Mukhopadhyay, Sudhakar Yalamanchili, Hyesoon Kim:
Demystifying the Characteristics of 3D-Stacked Memories: A Case Study for Hybrid Memory Cube. CoRR abs/1706.02725 (2017) - [i1]Ramyad Hadidi, Bahar Asgari, Jeffrey S. Young, Burhan Ahmad Mudassar, Kartikay Garg, Tushar Krishna, Hyesoon Kim:
Performance Implications of NoCs on 3D-Stacked Memories: Insights from the Hybrid Memory Cube. CoRR abs/1707.05399 (2017) - 2015
- [j1]Jong Hwan Ko, Burhan Ahmad Mudassar, Saibal Mukhopadhyay:
An Energy-Efficient Wireless Video Sensor Node for Moving Object Surveillance. IEEE Trans. Multi Scale Comput. Syst. 1(1): 7-18 (2015)
Coauthor Index
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