# Prakash Ishwar

Orcid: 0000-0002-2621-1549
According to our database

Collaborative distances:

^{1}, Prakash Ishwar authored at least 156 papers between 1997 and 2023.Collaborative distances:

## Timeline

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## Bibliography

2023

Consistent long-term practice leads to consistent improvement: Benefits of self-managed therapy for language and cognitive deficits using a digital therapeutic.

Frontiers Digit. Health, March, 2023

Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings.

IEEE Trans. Netw. Sci. Eng., 2023

Complexity Evaluation of Parallel Execution of the RAPiD Deep-Learning Algorithm on Intel CPU.

CoRR, 2023

On neural and dimensional collapse in supervised and unsupervised contrastive learning with hard negative sampling.

CoRR, 2023

Barycentric-Alignment and Reconstruction Loss Minimization for Domain Generalization.

IEEE Access, 2023

IEEE Access, 2023

Estimating Distances Between People Using a Single Overhead Fisheye Camera with Application to Social-Distancing Oversight.

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Hard Negative Sampling via Regularized Optimal Transport for Contrastive Representation Learning.

Proceedings of the International Joint Conference on Neural Networks, 2023

Fusion Approaches to Predict Post-stroke Aphasia Severity from Multimodal Neuroimaging Data.

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

CoRR, 2022

WEPDTOF: A Dataset and Benchmark Algorithms for In-the-Wild People Detection and Tracking from Overhead Fisheye Cameras.

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Joint Covariate-Alignment and Concept-Alignment: A Framework for Domain Generalization.

Proceedings of the 32nd IEEE International Workshop on Machine Learning for Signal Processing, 2022

Proceedings of the LREC 2022 workshop on Natural Language Processing for Political Sciences, 2022

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Conditional entropy minimization principle for learning domain invariant representation features.

Proceedings of the 26th International Conference on Pattern Recognition, 2022

Trade-off between reconstruction loss and feature alignment for domain generalization.

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Proceedings of the 18th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2022

2021

Barycenteric distribution alignment and manifold-restricted invertibility for domain generalization.

CoRR, 2021

BSUV-Net 2.0: Spatio-Temporal Data Augmentations for Video-AgnosticSupervised Background Subtraction.

CoRR, 2021

BSUV-Net 2.0: Spatio-Temporal Data Augmentations for Video-Agnostic Supervised Background Subtraction.

IEEE Access, 2021

An Exploration of Machine Learning Methods for Predicting Post-stroke Aphasia Recovery.

Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

OpenFraming: Open-sourced Tool for Computational Framing Analysis of Multilingual Data.

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

Proceedings of the 17th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2021

2020

OpenFraming: We brought the ML; you bring the data. Interact with your data and discover its frames.

CoRR, 2020

BSUV-Net: A Fully-Convolutional Neural Network for Background Subtraction of Unseen Videos.

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

IEEE Trans. Biom. Behav. Identity Sci., 2019

CoRR, 2019

CoRR, 2019

Vae/Wgan-Based Image Representation Learning For Pose-Preserving Seamless Identity Replacement In Facial Images.

Proceedings of the 29th IEEE International Workshop on Machine Learning for Signal Processing, 2019

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

When Less is Better: A Summarization Technique that Enhances Clinical Effectiveness of Data.

Proceedings of the 2018 International Conference on Digital Health, 2018

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

VGAN-Based Image Representation Learning for Privacy-Preserving Facial Expression Recognition.

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018

2017

IEEE Trans. Signal Inf. Process. over Networks, 2017

CoRR, 2017

Semi-Coupled Two-Stream Fusion ConvNets for Action Recognition at Extremely Low Resolutions.

Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016

IEEE J. Sel. Top. Signal Process., 2016

Proceedings of the 2016 IEEE Southwest Symposium on Image Analysis and Interpretation, 2016

Proceedings of the 2016 Information Theory and Applications Workshop, 2016

Two-Stream CNNs for Gesture-Based Verification and Identification: Learning User Style.

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2016

Privacy-preserving, indoor occupant localization using a network of single-pixel sensors.

Proceedings of the 13th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2016

2015

Learning-Based Object Identification and Segmentation Using Dual-Energy CT Images for Security.

IEEE Trans. Image Process., 2015

Necessary and Sufficient Conditions and a Provably Efficient Algorithm for Separable Topic Discovery.

CoRR, 2015

CoRR, 2015

Proceedings of the 2015 Information Theory and Applications Workshop, 2015

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Towards privacy-preserving activity recognition using extremely low temporal and spatial resolution cameras.

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

IEEE Trans. Image Process., 2014

CoRR, 2014

A note on the sum-rate-distortion function of some lossy source coding problems involving infinite-valued distortion functions.

CoRR, 2014

Proceedings of the 2014 IEEE Information Theory Workshop, 2014

Proceedings of the IEEE International Joint Conference on Biometrics, Clearwater, 2014

Proceedings of the IEEE International Conference on Acoustics, 2014

Proceedings of the IEEE International Conference on Acoustics, 2014

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Joint metal artifact reduction and material discrimination in X-ray CT using a learning-based graph-cut method.

Proceedings of the Computational Imaging XII, 2014

Proceedings of the 11th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2014

Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, 2014

2013

IEEE Trans. Inf. Theory, 2013

IEEE Trans. Image Process., 2013

IEEE Trans. Image Process., 2013

IEEE Signal Process. Mag., 2013

Necessary and Sufficient Conditions for Novel Word Detection in Separable Topic Models.

CoRR, 2013

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

Information-theoretically secure three-party computation with One corrupted party.

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Proceedings of the 30th International Conference on Machine Learning, 2013

Dynamic time warping for gesture-based user identification and authentication with Kinect.

Proceedings of the IEEE International Conference on Acoustics, 2013

Proceedings of the IEEE International Conference on Acoustics, 2013

On unconditionally secure multiparty computation for realizing correlated equilibria in games.

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012

IEEE Trans. Inf. Theory, 2012

IEEE Trans. Inf. Theory, 2012

A Theoretical Analysis of Authentication, Privacy, and Reusability Across Secure Biometric Systems.

IEEE Trans. Inf. Forensics Secur., 2012

Information-Theoretically Secure Three-Party Computation with One Active Adversary

CoRR, 2012

Sensing aware dimensionality reduction for nearest neighbor classification of high dimensional signals.

Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Proceedings of the IEEE Southwest Symposium on Image Analysis and Interpretation, 2012

Coherent image selection using a fast approximation to the generalized traveling salesman problem.

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Proceedings of the Stereoscopic Displays and Applications XXIII, 2012

Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Proceedings of the Ninth IEEE International Conference on Advanced Video and Signal-Based Surveillance, 2012

2011

IEEE Trans. Inf. Theory, 2011

IEEE Trans. Inf. Theory, 2011

High-Resolution Distributed Sampling of Bandlimited Fields With Low-Precision Sensors.

IEEE Trans. Inf. Theory, 2011

An information-theoretic analysis of revocability and reusability in secure biometrics.

Proceedings of the Information Theory and Applications Workshop, 2011

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Proceedings of the IEEE International Conference on Acoustics, 2011

A learning-based approach to explosives detection using Multi-Energy X-Ray Computed Tomography.

Proceedings of the IEEE International Conference on Acoustics, 2011

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Classification-aware dimensionality reduction methods for explosives detection using multi-energy x-ray computed tomography.

Proceedings of the Computational Imaging IX, 2011

Sensing structure in learning-based binary classification of high-dimensional data.

Proceedings of the 49th Annual Allerton Conference on Communication, 2011

2010

IEEE Trans. Signal Process., 2010

Proceedings of the IEEE International Symposium on Information Theory, 2010

Proceedings of the IEEE International Symposium on Information Theory, 2010

Action Recognition in Video by Sparse Representation on Covariance Manifolds of Silhouette Tunnels.

Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

Proceedings of the IEEE International Conference on Acoustics, 2010

Action Recognition Using Sparse Representation on Covariance Manifolds of Optical Flow.

Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009

IEEE Trans. Signal Process., 2009

IEEE Trans. Inf. Theory, 2009

IEEE Trans. Image Process., 2009

Proceedings of the SIBGRAPI 2009, 2009

Proceedings of the IEEE International Symposium on Information Theory, 2009

Information-theoretic bounds for multiround function computation in collocated networks.

Proceedings of the IEEE International Symposium on Information Theory, 2009

Infinite-message distributed source coding for two-terminal interactive computing.

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

IEEE Trans. Signal Process., 2008

Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008

Proceedings of the 9th International Symposium on Quality of Electronic Design (ISQED 2008), 2008

Two-terminal distributed source coding with alternating messages for function computation.

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

2007

CoRR, 2007

On Non-Parametric Field Estimation using Randomly Deployed, Noisy, Binary Sensors.

Proceedings of the IEEE International Symposium on Information Theory, 2007

Benefit of Delay on the Diversity-Multiplexing Tradeoffs of MIMO Channels with Partial CSI.

Proceedings of the IEEE International Symposium on Information Theory, 2007

Proceedings of the IEEE International Symposium on Information Theory, 2007

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2007), 2007

Proceedings of the IEEE International Conference on Acoustics, 2007

2006

IEEE Signal Process. Mag., 2006

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

2005

On the Existence and Characterization of the Maxent Distribution Under General Moment Inequality Constraints.

IEEE Trans. Inf. Theory, 2005

IEEE J. Sel. Areas Commun., 2005

An Analysis of Empirical PMF Based Tests for Least Significant Bit Image Steganography.

Proceedings of the Information Hiding, 7th International Workshop, 2005

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

IEEE Trans. Signal Process., 2004

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Proceedings of the Third International Symposium on Information Processing in Sensor Networks, 2004

On decoder-latency versus performance tradeoffs in differential predictive coding.

Proceedings of the 2004 International Conference on Image Processing, 2004

Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003

IEEE Trans. Signal Process., 2003

Proceedings of the Information Processing in Sensor Networks, 2003

Proceedings of the Information Processing in Sensor Networks, 2003

Proceedings of the 2003 International Conference on Image Processing, 2003

2002

A Unified Framework for Image Modeling and Estimation Using Measurement Constraints

PhD thesis, 2002

2000

IEEE Trans. Circuits Syst. Video Technol., 2000

Proceedings of the 2000 International Conference on Image Processing, 2000

Fundamental equivalences between set-theoretic and maximum-entropy methods in multiple-domain image restoration.

Proceedings of the IEEE International Conference on Acoustics, 2000

1999

Proceedings of the 1999 International Conference on Image Processing, 1999

Proceedings of the 1999 International Conference on Image Processing, 1999

1998

Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1997

Proceedings of the Proceedings 1997 International Conference on Image Processing, 1997