Vipin Chaudhary
Orcid: 0000-0001-9672-6225Affiliations:
- Case Western Reserve University, Cleveland, OH, USA
- Wayne State University, Detroit, USA (former)
According to our database1,
Vipin Chaudhary
authored at least 183 papers
between 1990 and 2024.
Collaborative distances:
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Bibliography
2024
2023
An automated approach for improving the inference latency and energy efficiency of pretrained CNNs by removing irrelevant pixels with focused convolutions.
CoRR, 2023
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model.
CoRR, 2023
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023
One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Winner-Take-All Column Row Sampling for Memory Efficient Adaptation of Language Model.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023
Proceedings of the IEEE International Conference on Rebooting Computing, 2023
Proceedings of the 30th IEEE International Conference on High Performance Computing, 2023
Enhancing Scientific Image Classification through Multimodal Learning: Insights from Chest X-Ray and Atomic Force Microscopy Datasets.
Proceedings of the IEEE International Conference on Big Data, 2023
2022
Give me a knee radiograph, I will tell you where the knee joint area is: a deep convolutional neural network adventure.
CoRR, 2022
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022
Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2022
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022
Proceedings of the IEEE International Performance, 2022
Quantum Noise in the Flow of Time: A Temporal Study of the Noise in Quantum Computers.
Proceedings of the 28th IEEE International Symposium on On-Line Testing and Robust System Design, 2022
System-Auditing, Data Analysis and Characteristics of Cyber Attacks for Big Data Systems.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022
Proceedings of the IEEE International Conference on Big Data, 2022
Irrelevant Pixels are Everywhere: Find and Exclude Them for More Efficient Computer Vision.
Proceedings of the 4th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2022
2021
Absolute Value Constraint: The Reason for Invalid Performance Evaluation Results of Neural Network Models for Stock Price Prediction.
CoRR, 2021
Proceedings of the 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2021
A Predictive Framework for Multi-Horizon Financial Crises Forecasting using Macro-Economic Data.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
DeepTKAClassifier: Brand Classification of Total Knee Arthroplasty Implants Using Explainable Deep Convolutional Neural Networks.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020
Proceedings of the 29th International Conference on Computer Communications and Networks, 2020
The Directionality Function Defect of Performance Evaluation Method in Regression Neural Network for Stock Price Prediction.
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
J. Heal. Informatics Res., 2019
The Representation of Wave Trend Direction in Stock Price Time Series via RNN.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019
Proceedings of the Third International Symposium on Image Computing and Digital Medicine, 2019
2018
Pareto-based interval type-2 fuzzy <i>c</i>-means with multi-scale JND color histogram for image segmentation.
Digit. Signal Process., 2018
Database J. Biol. Databases Curation, 2018
Proceedings of the 27th International Conference on Computer Communication and Networks, 2018
Proceedings of the 2018 International Conference on Advances in Computing, 2018
2017
MayoNLP at SemEval 2017 Task 10: Word Embedding Distance Pattern for Keyphrase Classification in Scientific Publications.
Proceedings of the 11th International Workshop on Semantic Evaluation, 2017
Towards an affordable deep learning system: automated intervertebral disc detection in x-ray images.
Proceedings of the Medical Imaging 2017: Biomedical Applications in Molecular, 2017
Proceedings of the 26th International Conference on Computer Communication and Networks, 2017
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017
Correlating Lab Test Results in Clinical Notes with Structured Lab Data: A Case Study in HbA1c and Glucose.
Proceedings of the Summit on Clinical Research Informatics, 2017
2016
LabLinker: Finding Links of Laboratory Test Results between Structured Records and Clinical Notes.
Proceedings of the 2016 IEEE International Conference on Healthcare Informatics, 2016
Proceedings of the 2016 IEEE Global Communications Conference, 2016
Fast scale-invariant lateral lumbar vertebrae detection and segmentation in X-ray images.
Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016
Proceedings of the Summit on Clinical Research Informatics, 2016
Characterization of the missed spectrum-access opportunities under dynamic spectrum sharing.
Proceedings of the 8th International Conference on Communication Systems and Networks, 2016
Drug-drug Interaction Detection with A Topic-modeling Based Framework Augmented with Distant-supervision.
Proceedings of the AMIA 2016, 2016
A Topic-modeling Based Framework for Drug-drug Interaction Classification from Biomedical Text.
Proceedings of the AMIA 2016, 2016
2015
CoRR, 2015
Estimating the use of spectrum for defining and enforcing the spectrum access rights.
Proceedings of the 34th IEEE Military Communications Conference, 2015
Spot counting on fluorescence in situ hybridization in suspension images using Gaussian mixture model.
Proceedings of the Medical Imaging 2015: Image Processing, 2015
The Influence of Sample Reconstruction on Stock Trend Prediction via NARX Neural Network.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015
Proceedings of the Big Data - Algorithms, Analytics, and Applications., 2015
2014
A Haptic Enabled Virtual Reality Framework for Orthopedic Surgical Training and Interventions.
Int. J. Comput. Their Appl., 2014
Integrating data and compute-intensive workflows for uncertainty quantification in large-scale simulation: application to model-based hazard analysis.
Int. J. Comput. Math., 2014
Maximizing Spectrum Availability and Exploitation: How to Maximize Spectrum Sharing Benefits to the Incumbents?
CoRR, 2014
Going Towards Discretized Spectrum Space: Quantification of Spectrum Consumption Spaces and a Quantified Spectrum Access Paradigm.
CoRR, 2014
Automatic spinal canal detection in lumbar MR images in the sagittal view using dynamic programming.
Comput. Medical Imaging Graph., 2014
Comput. Medical Imaging Graph., 2014
Proceedings of the 21st International Conference on High Performance Computing, 2014
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2014
2013
Automated segmentation of stromal tissue in histology images using a voting Bayesian model.
Signal Image Video Process., 2013
IET Image Process., 2013
Clust. Comput., 2013
Int. J. Comput. Assist. Radiol. Surg., 2013
Large data and computation in a hazard map workflow using Hadoop and Neteeza architectures.
Proceedings of the 2013 International Workshop on Data-Intensive Scalable Computing Systems, 2013
Exploring the utility of axial lumbar MRI for automatic diagnosis of intervertebral disc abnormalities.
Proceedings of the Medical Imaging 2013: Computer-Aided Diagnosis, 2013
Proceedings of the 20th Annual International Conference on High Performance Computing, 2013
2012
Int. J. Comput. Assist. Radiol. Surg., 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
Proceedings of the Medical Imaging 2012: Computer-Aided Diagnosis, 2012
A new approach to automatic disc localization in clinical lumbar MRI: Combining machine learning with heuristics.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Feature analysis for automatic classification of HEp-2 florescence patterns : Computer-Aided Diagnosis of Auto-immune diseases.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Automated boundary extraction of the spinal canal in mri based on dynamic programming.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012
2011
Labeling of Lumbar Discs Using Both Pixel- and Object-Level Features With a Two-Level Probabilistic Model.
IEEE Trans. Medical Imaging, 2011
Int. J. Comput. Assist. Radiol. Surg., 2011
Lumbar spinal stenosis CAD from clinical MRM and MRI based on inter- and intra-context features with a two-level classifier.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
Automatic lumbar vertebra segmentation from clinical CT for wedge compression fracture diagnosis.
Proceedings of the Medical Imaging 2011: Computer-Aided Diagnosis, 2011
An automatic segmentation method of the spinal canal from clinical MR images based on an attention model and an active contour model.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, 2011
Composite features for automatic diagnosis of intervertebral disc herniation from lumbar MRI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Segmentation of lumbar vertebrae from clinical CT using active shape models and GVF-snake.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
2010
A High-Performance Heterogeneous Computing Platform for Biological Sequence Analysis.
IEEE Trans. Parallel Distributed Syst., 2010
Int. J. Comput. Assist. Radiol. Surg., 2010
Diagnosis of disc herniation based on classifiers and features generated from spine MR images.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Automatic diagnosis of lumbar disc herniation with shape and appearance features from MRI.
Proceedings of the Medical Imaging 2010: Computer-Aided Diagnosis, 2010
Proceedings of the 24th IEEE International Symposium on Parallel and Distributed Processing, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
A fully automated method of associating axial slices with a disc based on labeling of multi-protocol lumbar MRI.
Proceedings of the International Conference on Image Processing, 2010
2009
IEEE Trans. Parallel Distributed Syst., 2009
Boosting data throughput for sequence database similarity searches on FPGAs using an adaptive buffering scheme.
Parallel Comput., 2009
Proceedings of the 2009 IEEE Wireless Communications and Networking Conference, 2009
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Proceedings of the Medical Imaging 2009: Computer-Aided Diagnosis, 2009
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009
Comparing the performance of clusters, Hadoop, and Active Disks on microarray correlation computations.
Proceedings of the 16th International Conference on High Performance Computing, 2009
2008
IEEE Trans. Serv. Comput., 2008
Proceedings of the Medical Imaging 2008: Image Processing, 2008
Lumbar Disc Localization and Labeling with a Probabilistic Model on Both Pixel and Object Features.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
Proceedings of the Medical Imaging 2008: Computer-Aided Diagnosis, 2008
Web-Based Architecture to Enable Compute-Intensive CAD Tools and Multi-user Synchronization in Teleradiology.
Proceedings of the Electronic Healthcare, First International Conference, 2008
Segmentation of the Liver from Abdominal CT Using Markov Random Field Model and GVF Snakes.
Proceedings of the Second International Conference on Complex, 2008
Proceedings of the 22nd International Conference on Advanced Information Networking and Applications, 2008
Accelerating Molecular Dynamics Simulations with GPUs.
Proceedings of the ISCA 21st International Conference on Parallel and Distributed Computing and Communication Systems, 2008
Proceedings of the 2008 IEEE International Conference on Services Computing (SCC 2008), 2008
2007
IEEE Trans. Syst. Man Cybern. Part A, 2007
Proceedings of the IEEE Wireless Communications and Networking Conference, 2007
An adaptive data prefetching scheme for biosequence database search on reconfigurable platforms.
Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007
A Scalable Asynchronous Replication-Based Strategy for Fault Tolerant MPI Applications.
Proceedings of the High Performance Computing, 2007
FT-OpenVZ: A virtualized approach to fault-tolerance in distributed systems.
Proceedings of the ISCA 20th International Conference on Parallel and Distributed Computing Systems, 2007
Proceedings of the Grid Computing for Bioinformatics and Computational Biology, 2007
2006
Int. J. Bioinform. Res. Appl., 2006
Simulation tools to study a distributed shared memory for clusters of symmetric multiprocessors.
Future Gener. Comput. Syst., 2006
Proceedings of the Ubiquitous Intelligence and Computing, Third International Conference, 2006
Proceedings of the 2006 International Conference on Parallel Processing Workshops (ICPP Workshops 2006), 2006
Proceedings of the 2006 International Conference on Parallel Processing Workshops (ICPP Workshops 2006), 2006
Proceedings of the Distributed Computing and Internet Technology, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
Proceedings of the Autonomic and Trusted Computing, Third International Conference, 2006
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006
On Optimization and Parallelization of Fuzzy Connected Segmentation for Medical Imaging.
Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006
2005
Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005
Adaptation Strategies for Application-Level Computation Migration/Checkpointing.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2005
Proceedings of the 19th International Parallel and Distributed Processing Symposium (IPDPS 2005), 2005
Proceedings of the 34th International Conference on Parallel Processing Workshops (ICPP 2005 Workshops), 2005
Exploiting Multi-level Parallelism for Homology Search using General Purpose Processors.
Proceedings of the 11th International Conference on Parallel and Distributed Systems, 2005
Proceedings of the Embedded and Ubiquitous Computing, 2005
Mapping Resource Constrained Applications on Chip Multiprocessors.
Proceedings of The 2005 International Conference on Embedded Systems and Applications, 2005
Improvement to the Anticollision Protocol Specification for 900MHz Class 0 Radio Frequency Identification Tag.
Proceedings of the 19th International Conference on Advanced Information Networking and Applications (AINA 2005), 2005
2004
Bio-sequence analysis with cradle's 3SoC<sup>TM</sup> software scalable system on chip.
Proceedings of the 2004 ACM Symposium on Applied Computing (SAC), 2004
Message from the Chairs: International Workshop on Compile and Run Time Techniques for Parallel Computing.
Proceedings of the 33rd International Conference on Parallel Processing Workshops (ICPP 2004 Workshops), 2004
Proceedings of the 37th Hawaii International Conference on System Sciences (HICSS-37 2004), 2004
On Implementation of MPEG-2 Like Real-Time Parallel Media Applications on MDSP SoC Cradle Architecture.
Proceedings of the Embedded and Ubiquitous Computing, 2004
2003
Proceedings of the OpenMP Shared Memory Parallel Programming, 2003
DSMSim: A Distributed Shared Memory Simulator for Clusters of Symmetric Multi-Processors.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003
Tuxedo: A Peer-to-Peer Caching System.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003
Proceedings of the 32nd International Conference on Parallel Processing (ICPP 2003), 2003
Proceedings of the 32nd International Conference on Parallel Processing (ICPP 2003), 2003
Proceedings of the High Performance Computing - HiPC 2003, 10th International Conference, 2003
2002
Optimizing Automatically Generated Programs for a Software Distributed Shared Memory System.
Proceedings of the International Conference on Parallel and Distributed Computing Systems, 2002
Proceedings of the 16th International Parallel and Distributed Processing Symposium (IPDPS 2002), 2002
Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002
Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002
Proceedings of the 31st International Conference on Parallel Processing Workshops (ICPP 2002 Workshops), 2002
Proceedings of the High Performance Computing, 2002
2001
Time Stamp Algorithms for Runtime Parallelization of DOACROSS Loops with Dynamic Dependences.
IEEE Trans. Parallel Distributed Syst., 2001
1999
Design issues for a high-performance distributed shared memory on symmetrical multiprocessor clusters.
Clust. Comput., 1999
Cost-Performance Evaluation of SMP Clusters.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 1999
Proceedings of the IEEE International Performance Computing and Communications Conference, 1999
Modeling Cone-Beam Tomographic Reconstruction Using LogSMP: An Extenced LogP Model for Clusters of SMPs.
Proceedings of the High Performance Computing, 1999
Proceedings of the High Performance Computing, 1999
1998
Strings: A High-Performance Distributed Shared Memory for Symmetrical Multiprocessor Clusters.
Proceedings of the Seventh IEEE International Symposium on High Performance Distributed Computing, 1998
Parallel algorithms for deblurring of MR images.
Proceedings of the Computers and Their Applications (CATA-98), 1998
1997
Compile Time Partitioning of Nested Loop Iteration Spaces with Non-uniform Dependences*.
Parallel Algorithms Appl., 1997
Comput. J., 1997
Proceedings of the 11th International Parallel Processing Symposium (IPPS '97), 1997
1996
Design and evaluation of an environment APE for automatic parallelization of programs.
Proceedings of the 1996 International Symposium on Parallel Architectures, 1996
Proceedings of the 1996 International Conference on Parallel Processing, 1996
Proceedings of the 1996 International Conference on Parallel Processing, 1996
1994
Int. J. Pattern Recognit. Artif. Intell., 1994
Proceedings of the Sixth IEEE Symposium on Parallel and Distributed Processing, 1994
Proceedings of the Sixth IEEE Symposium on Parallel and Distributed Processing, 1994
Proceedings of the International Symposium on Parallel Architectures, 1994
Proceedings of the 1994 International Conference on Parallel Processing, 1994
1993
IEEE Trans. Parallel Distributed Syst., 1993
Proceedings of the Seventh International Parallel Processing Symposium, 1993
1992
Proceedings of the Parallel Image Analysis, Second International Conference, 1992
1991
The VEDIC Network for Multicomputers.
Proceedings of the International Conference on Parallel Processing, 1991
On the Complexity of Parallel Image Component Labeling.
Proceedings of the International Conference on Parallel Processing, 1991
1990
Generalized Mapping of Parallel Algorithms Onto Parallel Architectures.
Proceedings of the 1990 International Conference on Parallel Processing, 1990