Burhan Ahmad Mudassar

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 25

Top Topics

Object Detection

Feedback Control

Top Venues

Publications

Minah Lee, Burhan Ahmad Mudassar, Saibal Mukhopadhyay
Lightweight Model Uncertainty Estimation for Deep Neural Object Detection. IJCNN (2022)
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 (2022)
Minah Lee, Xueyuan She, Biswadeep Chakraborty, Saurabh Dash, Burhan Ahmad Mudassar, Saibal Mukhopadhyay
Reliable Edge Intelligence in Unreliable Environment. DATE (2021)
Burhan Ahmad Mudassar, Priyabrata Saha, Marilyn Wolf, Saibal Mukhopadhyay
A Task-Driven Feedback Imager with Uncertainty Driven Hybrid Control. Sensors 21 (8) (2021)
Priyabrata Saha, Arslan Ali, Burhan Ahmad Mudassar, Yun Long, Saibal Mukhopadhyay
MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network. CoRR (2020)
Burhan Ahmad Mudassar, Priyabrata Saha, Saibal Mukhopadhyay
Uncertainty Characterization in Active Sensor Systems with DNN-based Feedback Control. IEEE SENSORS (2020)
Mandovi Mukherjee, Burhan Ahmad Mudassar, Minah Lee, Saibal Mukhopadhyay
Algorithm-Circuit Cross-layer Control for Digital Pixel Image Sensors. IEEE SENSORS (2020)
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)
Priyabrata Saha, Arslan Ali, Burhan Ahmad Mudassar, Yun Long, Saibal Mukhopadhyay
MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network. ICRA (2020)
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) (2019)
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) (2019)
Minah Lee, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay
A Spatiotemporal Pre-processing Network for Activity Recognition under Rain. BMVC (2019)
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 (2019)
Burhan Ahmad Mudassar, Saibal Mukhopadhyay
Rethinking Convolutional Feature Extraction for Small Object Detection. BMVC (2019)
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)
Burhan Ahmad Mudassar, Saibal Mukhopadhyay
FocalNet - Foveal Attention for Post-processing DNN Outputs. IJCNN (2019)
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)
Priyabrata Saha, Burhan Ahmad Mudassar, Saibal Mukhopadhyay
Adaptive Control of Camera Modality with Deep Neural Network-Based Feedback for Efficient Object Tracking. AVSS (2018)
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)
Burhan Ahmad Mudassar, Jong Hwan Ko, Saibal Mukhopadhyay
An Unsupervised Anomalous Event Detection Framework with Class Aware Source Separation. ICASSP (2018)
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)
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 (2017)
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)
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 (2017)
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)
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) (2015)