Burhan Ahmad Mudassar

27 papers A* 4A 4B 5Misc 1Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2022 B conf
Lightweight Model Uncertainty Estimation for Deep Neural Object Detection.
IJCNN
Minah Lee, Burhan Ahmad Mudassar, Saibal Mukhopadhyay
2022 J jnl
RADNet: A Deep Neural Network Model for Robust Perception in Moving Autonomous Systems.
CoRR
Burhan Ahmad Mudassar, Sho Ko, Maojingjing Li, Priyabrata Saha, Saibal Mukhopadhyay
2021 — —
A Feedback Methodology for Task-Driven Fine-Grained Pixel Control in Smart Cameras.
Burhan Ahmad Mudassar
2021 J jnl
A Task-Driven Feedback Imager with Uncertainty Driven Hybrid Control.
Sensors
Burhan Ahmad Mudassar, Priyabrata Saha, Marilyn Wolf, Saibal Mukhopadhyay
2021 A conf
Reliable Edge Intelligence in Unreliable Environment.
DATE
Minah Lee, Xueyuan She, Biswadeep Chakraborty, Saurabh Dash, Burhan Ahmad Mudassar, Saibal Mukhopadhyay
2020 — conf
Algorithm-Circuit Cross-layer Control for Digital Pixel Image Sensors.
IEEE SENSORS
Mandovi Mukherjee, Burhan Ahmad Mudassar, Minah Lee, Saibal Mukhopadhyay
2020 A* conf
MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network.
ICRA
Priyabrata Saha, Arslan Ali, Burhan Ahmad Mudassar, Yun Long, Saibal Mukhopadhyay
2020 J jnl
MagNet: Discovering Multi-agent Interaction Dynamics using Neural Network.
CoRR
Priyabrata Saha, Arslan Ali, Burhan Ahmad Mudassar, Yun Long, Saibal Mukhopadhyay
2020 — conf
Uncertainty Characterization in Active Sensor Systems with DNN-based Feedback Control.
IEEE SENSORS
Burhan Ahmad Mudassar, Priyabrata Saha, Saibal Mukhopadhyay
2020 A* conf
WarningNet: A Deep Learning Platform for Early Warning of Task Failures under Input Perturbation for Reliable Autonomous Platforms.
DAC
Minah Lee, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay
2019 A conf
A Camera with Brain - Embedding Machine Learning in 3D Sensors.
DATE
Burhan Ahmad Mudassar, Priyabrata Saha, Yun Long, Mohammad Faisal Amir, Evan Gebhardt, Taesik Na, Jong Hwan Ko, Marilyn Wolf, Saibal Mukhopadhyay
2019 A conf
A Spatiotemporal Pre-processing Network for Activity Recognition under Rain.
BMVC
Minah Lee, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay
2019 J jnl
CAMEL: An Adaptive Camera With Embedded Machine Learning-Based Sensor Parameter Control.
IEEE J. Emerg. Sel. Topics Circuits Syst.
Burhan Ahmad Mudassar, Priyabrata Saha, Yun Long, Mohammad Faisal Amir, Evan Gebhardt, Taesik Na, Jong Hwan Ko, Marilyn Wolf, Saibal Mukhopadhyay
2019 B conf
FocalNet - Foveal Attention for Post-processing DNN Outputs.
IJCNN
Burhan Ahmad Mudassar, Saibal Mukhopadhyay
2019 J jnl
Heterogeneous integration for artificial intelligence: Challenges and opportunities.
IBM J. Res. Dev.
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
2019 B conf
Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms.
IJCNN
Taesik Na, Minah Lee, Burhan Ahmad Mudassar, Priyabrata Saha, Jong Hwan Ko, Saibal Mukhopadhyay
2019 J jnl
Mixture of Pre-processing Experts Model for Noise Robust Deep Learning on Resource Constrained Platforms.
CoRR
Taesik Na, Minah Lee, Burhan Ahmad Mudassar, Priyabrata Saha, Jong Hwan Ko, Saibal Mukhopadhyay
2019 A conf
Rethinking Convolutional Feature Extraction for Small Object Detection.
BMVC
Burhan Ahmad Mudassar, Saibal Mukhopadhyay
2018 B conf
Adaptive Control of Camera Modality with Deep Neural Network-Based Feedback for Efficient Object Tracking.
AVSS
Priyabrata Saha, Burhan Ahmad Mudassar, Saibal Mukhopadhyay
2018 Misc conf
An Unsupervised Anomalous Event Detection Framework with Class Aware Source Separation.
ICASSP
Burhan Ahmad Mudassar, Jong Hwan Ko, Saibal Mukhopadhyay
2018 A* conf
Edge-cloud collaborative processing for intelligent internet of things: a case study on smart surveillance.
DAC
Burhan Ahmad Mudassar, Jong Hwan Ko, Saibal Mukhopadhyay
2018 B conf
Performance Implications of NoCs on 3D-Stacked Memories: Insights from the Hybrid Memory Cube.
ISPASS
Ramyad Hadidi, Bahar Asgari, Jeffrey S. Young, Burhan Ahmad Mudassar, Kartikay Garg, Tushar Krishna, Hyesoon Kim
2017 J jnl
Demystifying the Characteristics of 3D-Stacked Memories: A Case Study for Hybrid Memory Cube.
CoRR
Ramyad Hadidi, Bahar Asgari, Burhan Ahmad Mudassar, Saibal Mukhopadhyay, Sudhakar Yalamanchili, Hyesoon Kim
2017 — conf
Demystifying the characteristics of 3D-stacked memories: A case study for Hybrid Memory Cube.
IISWC
Ramyad Hadidi, Bahar Asgari, Burhan Ahmad Mudassar, Saibal Mukhopadhyay, Sudhakar Yalamanchili, Hyesoon Kim
2017 A* conf
Design of an Energy-Efficient Accelerator for Training of Convolutional Neural Networks using Frequency-Domain Computation.
DAC
Jong Hwan Ko, Burhan Ahmad Mudassar, Taesik Na, Saibal Mukhopadhyay
2017 J jnl
Performance Implications of NoCs on 3D-Stacked Memories: Insights from the Hybrid Memory Cube.
CoRR
Ramyad Hadidi, Bahar Asgari, Jeffrey S. Young, Burhan Ahmad Mudassar, Kartikay Garg, Tushar Krishna, Hyesoon Kim
2015 J jnl
An Energy-Efficient Wireless Video Sensor Node for Moving Object Surveillance.
IEEE Trans. Multi Scale Comput. Syst.
Jong Hwan Ko, Burhan Ahmad Mudassar, Saibal Mukhopadhyay