Soumik Sarkar

CoRR, 2020

Few shot clustering for indoor occupancy detection with extremely low-quality images from battery free cameras.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models.

[BibT_eX]

[DOI]

CoRR, 2020

Usefulness of interpretability methods to explain deep learning based plant stress phenotyping.

[BibT_eX]

[DOI]

CoRR, 2020

Crop Yield Prediction Integrating Genotype and Weather Variables Using Deep Learning.

[BibT_eX]

[DOI]

Johnathon Shook

Tryambak Gangopadhyay

Linjiang Wu

CoRR, 2020

How useful is Active Learning for Image-based Plant Phenotyping?

[BibT_eX]

[DOI]

Talukder Z. Jubery

Fateme Fotouhi Ardakani

Seyed Vahid Mirnezami

CoRR, 2020

Deep Generative Models that Solve PDEs: Distributed Computing for Training Large Data-Free Models.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE/ACM Workshop on Machine Learning in High Performance Computing Environments, 2020

Detecting and Tracking Unsafe Lane Departure Events for Predicting Driver Safety in Challenging Naturalistic Driving Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Interpretable Deep Attention Model for Multivariate Time Series Prediction in Building Energy Systems.

[BibT_eX]

[DOI]

Tryambak Gangopadhyay

Sin Yong Tan

Proceedings of the Dynamic Data Driven Applications Systems, 2020

Robustifying Reinforcement Learning Agents via Action Space Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 2020 American Control Conference, 2020

Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

InvNet: Encoding Geometric and Statistical Invariances in Deep Generative Models.

[BibT_eX]

[DOI]

Ameya Joshi

Minsu Cho

Viraj Shah

Chinmay Hegde

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Generalised gossip-based subgradient method for distributed optimisation.

[BibT_eX]

[DOI]

Int. J. Control, 2019

Deep Reinforcement Learning for Adaptive Traffic Signal Control.

[BibT_eX]

[DOI]

CoRR, 2019

A Saddle-Point Dynamical System Approach for Robust Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2019

On Higher-order Moments in Adam.

[BibT_eX]

[DOI]

CoRR, 2019

Learning to Cope with Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2019

Encoding Invariances in Deep Generative Models.

[BibT_eX]

[DOI]

Viraj Shah

Ameya Joshi

Chinmay Hegde

CoRR, 2019

Driver Behavior Analysis Using Lane Departure Detection Under Challenging Conditions.

[BibT_eX]

[DOI]

CoRR, 2019

A perspective on multi-agent communication for information fusion.

[BibT_eX]

[DOI]

Proceedings of the Visually Grounded Interaction and Language (ViGIL), 2019

Semantic Adversarial Attacks: Parametric Transformations That Fool Deep Classifiers.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Attribute-Controlled Traffic Data Augmentation Using Conditional Generative Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Multi-Level 3D CNN for Learning Multi-Scale Spatial Features.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

For publication in 2019 ACC A flexible framework for building occupancy detection using spatiotemporal pattern networks.

[BibT_eX]

[DOI]

Proceedings of the 2019 American Control Conference, 2019

2018

Hierarchical symbolic dynamic filtering of streaming non-stationary time series data.

[BibT_eX]

[DOI]

Adedotun Akintayo

Signal Process., 2018

A Novel Multirobot System for Plant Phenotyping.

[BibT_eX]

[DOI]

Sourabh Bhattacharya

Robotics, 2018

An explainable deep machine vision framework for plant stress phenotyping.

[BibT_eX]

[DOI]

David Blystone

Proc. Natl. Acad. Sci. USA, 2018

A deep learning framework for causal shape transformation.

[BibT_eX]

[DOI]

Michael Davies

Neural Networks, 2018

Flow Shape Design for Microfluidic Devices Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Xian Yeow Lee

Aditya Balu

CoRR, 2018

3D Deep Learning with voxelized atomic configurations for modeling atomistic potentials in complex solid-solution alloys.

[BibT_eX]

[DOI]

Ganesh Balasubramanian

Duane D. Johnson

CoRR, 2018

Physics-aware Deep Generative Models for Creating Synthetic Microstructures.

[BibT_eX]

[DOI]

Rahul Singh

Viraj Shah

Chinmay Hegde

CoRR, 2018

Interpretable deep learning for guided structure-property explorations in photovoltaics.

[BibT_eX]

[DOI]

Apurva Kokate

CoRR, 2018

Multi-Resolution 3D Convolutional Neural Networks for Object Recognition.

[BibT_eX]

[DOI]

CoRR, 2018

Predicting County Level Corn Yields Using Deep Long Short Term Memory Models.

[BibT_eX]

[DOI]

Zehui Jiang

Chao Liu

Nathan P. Hendricks

Dermot J. Hayes

CoRR, 2018

Explaining hyperspectral imaging based plant disease identification: 3D CNN and saliency maps.

[BibT_eX]

[DOI]

Sarah E. Jones

CoRR, 2018

Learning localized features in 3D CAD models for manufacturability analysis of drilled holes.

[BibT_eX]

[DOI]

Comput. Aided Geom. Des., 2018

Online Robust Policy Learning in the Presence of Unknown Adversaries.

[BibT_eX]

[DOI]

Aaron J. Havens

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Exploring Granger causality in dynamical systems modeling and performance monitoring.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Building Energy Disaggregation using Spatiotemporal Pattern Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

Hierarchical Optimization for Building Energy Systems.

[BibT_eX]

[DOI]

Timothy Wilkie

Proceedings of the 2018 Annual American Control Conference, 2018

On Consensus-Disagreement Tradeoff in Distributed Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2018 Annual American Control Conference, 2018

2017

Deep Learning for Automated Occlusion Edge Detection in RGB-D Frames.

[BibT_eX]

[DOI]

J. Signal Process. Syst., 2017

LLNet: A deep autoencoder approach to natural low-light image enhancement.

[BibT_eX]

[DOI]

Adedotun Akintayo

Pattern Recognit., 2017

A Forward-Backward Approach for Visualizing Information Flow in Deep Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Learning and Visualizing Localized Geometric Features Using 3D-CNN: An Application to Manufacturability Analysis of Drilled Holes.

[BibT_eX]

[DOI]

CoRR, 2017

Interpretable Deep Learning applied to Plant Stress Phenotyping.

[BibT_eX]

[DOI]

David Blystone

CoRR, 2017

Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in soybean.

[BibT_eX]

[DOI]

CoRR, 2017

Collaborative Deep Learning in Fixed Topology Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Segmentation of Natural Image Based on Colour Cohesion and Spatial Criteria.

[BibT_eX]

[DOI]

Aritra Mukherjee

Sanjoy Kumar Saha

Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

Data-driven root-cause analysis for distributed system anomalies.

[BibT_eX]

[DOI]

Chao Liu

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Convergence and noise effect analysis for generalized gossip-based distributed optimization.

[BibT_eX]

[DOI]

Proceedings of the 2017 American Control Conference, 2017

2016

A composite discretization scheme for symbolic identification of complex systems.

[BibT_eX]

[DOI]

Abhishek Srivastav

Signal Process., 2016

Path planning in GPS-denied environments via collective intelligence of distributed sensor networks.

[BibT_eX]

[DOI]

Devesh K. Jha

Pritthi Chattopadhyay

Int. J. Control, 2016

Deep Action Sequence Learning for Causal Shape Transformation.

[BibT_eX]

[DOI]

Michael Davies

CoRR, 2016

Root-cause analysis for time-series anomalies via spatiotemporal causal graphical modeling.

[BibT_eX]

[DOI]

Chao Liu

CoRR, 2016

A Bayesian Network approach to County-Level Corn Yield Prediction using historical data and expert knowledge.

[BibT_eX]

[DOI]

CoRR, 2016

A Deep 3D Convolutional Neural Network Based Design for Manufacturability Framework.

[BibT_eX]

[DOI]

CoRR, 2016

Early Detection of Combustion Instabilities using Deep Convolutional Selective Autoencoders on Hi-speed Flame Video.

[BibT_eX]

[DOI]

CoRR, 2016

An end-to-end convolutional selective autoencoder approach to Soybean Cyst Nematode eggs detection.

[BibT_eX]

[DOI]

CoRR, 2016

Optimal design flow of CMOS doubler-based rectifiers.

[BibT_eX]

[DOI]

Gaurav Saini

Mahima Arrawatia

Maryam Shojaei Baghini

Proceedings of the 20th International Symposium on VLSI Design and Test, 2016

Efficient power management circuit for RF energy harvesting with 74.27% efficiency at 623nW available power.

[BibT_eX]

[DOI]

Gaurav Saini

Mahima Arrawatia

Maryam Shojaei Baghini

Proceedings of the 14th IEEE International New Circuits and Systems Conference, 2016

Deep Value of Information Estimators for Collaborative Human-Machine Information Gathering.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016

An Unsupervised Spatiotemporal Graphical Modeling Approach to Anomaly Detection in Distributed CPS.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016

Data driven exploration of traffic network system dynamics using high resolution probe data.

[BibT_eX]

[DOI]

Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Multimodal spatiotemporal information fusion using neural-symbolic modeling for early detection of combustion instabilities.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

Topology control in mobile sensor networks using information space feedback.

[BibT_eX]

[DOI]

Devesh K. Jha

Proceedings of the 2016 American Control Conference, 2016

Scalable supervisory control of building energy systems using generalized gossip.

[BibT_eX]

[DOI]

Proceedings of the 2016 American Control Conference, 2016

2015

Early Detection of Combustion Instability by Neural-Symbolic Analysis on Hi-Speed Video.

[BibT_eX]

[DOI]

Soumalya Sarkar

Proceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), 2015

Hierarchical Feature Extraction for Efficient Design of Microfluidic Flow Patterns.

[BibT_eX]

[DOI]

Michael Davies

Proceedings of the 1st Workshop on Feature Extraction: Modern Questions and Challenges, 2015

On distributed optimization using generalized gossip.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Path planning in GPS-denied environments: A collective intelligence approach.

[BibT_eX]

[DOI]

Pritthi Chattopadhyay

Devesh K. Jha

Proceedings of the American Control Conference, 2015

A Symbolic Dynamic Filtering approach to unsupervised hierarchical feature extraction from time-series data.

[BibT_eX]

[DOI]

Adedotun Akintayo

Proceedings of the American Control Conference, 2015

2014

Sensor Fusion for Fault Detection and Classification in Distributed Physical Processes.

[BibT_eX]

[DOI]

Frontiers Robotics AI, 2014

Event-Triggered Decision Propagation in Proximity Networks.

[BibT_eX]

[DOI]

Frontiers Robotics AI, 2014

Occlusion Edge Detection in RGB-D Frames using Deep Convolutional Networks.

[BibT_eX]

[DOI]

CoRR, 2014

2013

Distributed decision propagation in mobile-agent proximity networks.

[BibT_eX]

[DOI]

Int. J. Control, 2013

Spatiotemporal information fusion for fault detection in shipboard auxiliary systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2013

Maximally Bijective Discretization for data-driven modeling of complex systems.

[BibT_eX]

[DOI]

Madhusudana V. S. Shashanka

Abhishek Srivastav

Proceedings of the American Control Conference, 2013

2012

Statistical Mechanics-Inspired Modeling of Heterogeneous Packet Transmission in Communication Networks.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2012

Optimization of symbolic feature extraction for pattern classification.

[BibT_eX]

[DOI]

Signal Process., 2012

Symbolic transient time-series analysis for fault detection in aircraft gas turbine engines.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

Distributed decision propagation in mobile agent networks.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2012

2011

Optimal partitioning of ultrasonic data for fatigue damage detection?

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2011

Semantic sensor fusion for fault diagnosis in aircraft gas turbine engines.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2011

2010

Distributed decision propagation in mobile agent networks.

[BibT_eX]

[DOI]

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Critical phenomena and finite-size scaling in communication networks?

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2010

Symbolic identification for anomaly detection in aircraft gas turbine engines.

[BibT_eX]

[DOI]

Subhadeep Chakraborty

Shashi Phoha

Proceedings of the American Control Conference, 2010

2009

Review and comparative evaluation of symbolic dynamic filtering for detection of anomaly patterns.

[BibT_eX]

[DOI]

Signal Image Video Process., 2009

Generalization of Hilbert transform for symbolic analysis of noisy signals.

[BibT_eX]

[DOI]

Signal Process., 2009

Statistical estimation of multiple parameters via symbolic dynamic filtering.

[BibT_eX]

[DOI]

Signal Process., 2009

Suboptimal partitioning of time-series data for anomaly detection.

[BibT_eX]

[DOI]

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Estimation of multiple faults in aircraft gas-turbine engines.

[BibT_eX]

[DOI]

Chinmay Rao

Proceedings of the American Control Conference, 2009

Understanding phase transition in communication networks to enable robust and resilient control.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2009

Symbolic analysis of time series signals using generalized Hilbert transform.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2009

2008

Fault diagnosis and isolation in aircraft gas turbine engines.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2008

Comparative evaluation of Symbolic Dynamic Filtering for detection of anomaly patterns.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2008

Estimation of multiple parameters in dynamical systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2008

Symbolic identification and anomaly detection in complex dynamical systems.

[BibT_eX]

[DOI]

Subhadeep Chakraborty