Sumit Chopra
Orcid: 0009-0009-6637-2230
According to our database1,
Sumit Chopra
authored at least 49 papers
between 2001 and 2024.
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Bibliography
2024
Multim. Tools Appl., April, 2024
A review of the various applications and security issues in IoT and its future aspects.
Int. J. Secur. Networks, 2024
Fine-Tuning In-House Large Language Models to Infer Differential Diagnosis from Radiology Reports.
CoRR, 2024
A training regime to learn unified representations from complementary breast imaging modalities.
CoRR, 2024
A Framework for Multi-modal Learning: Jointly Modeling Inter- & Intra-Modality Dependencies.
CoRR, 2024
BURExtract-Llama: An LLM for Clinical Concept Extraction in Breast Ultrasound Reports.
Proceedings of the 1st International Workshop on Multimedia Computing for Health and Medicine, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
2023
FastMRI Prostate: A Publicly Available, Biparametric MRI Dataset to Advance Machine Learning for Prostate Cancer Imaging.
CoRR, 2023
On the Feasibility of Machine Learning Augmented Magnetic Resonance for Point-of-Care Identification of Disease.
CoRR, 2023
Comparing Machine Learning Feature Selection Methods for Dementia Anatomical Brain MRI.
Proceedings of the 17th International Conference on Signal-Image Technology & Internet-Based Systems, 2023
On Sensitivity and Robustness of Normalization Schemes to Input Distribution Shifts in Automatic MR Image Diagnosis.
Proceedings of the Medical Imaging with Deep Learning, 2023
Proceedings of the Medical Imaging with Deep Learning, 2023
2020
Assessment of a deep-learning system for fracture detection in musculoskeletal radiographs.
npj Digit. Medicine, 2020
2019
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019
2018
Proc. Natl. Acad. Sci. USA, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 5th International Conference on Learning Representations, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
2016
Proceedings of the 4th International Conference on Learning Representations, 2016
Proceedings of the 4th International Conference on Learning Representations, 2016
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations.
Proceedings of the 4th International Conference on Learning Representations, 2016
Proceedings of the 4th International Conference on Learning Representations, 2016
Proceedings of the NAACL HLT 2016, 2016
2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015
2014
CoRR, 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014
2012
Two of a kind or the ratings game? Adaptive pairwise preferences and latent factor models.
Frontiers Comput. Sci., 2012
Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012
Proceedings of the 12th IEEE International Conference on Data Mining, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Combining Frame and Segment Level Processing via Temporal Pooling for Phonetic Classification.
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
Proceedings of the IEEE International Conference on Acoustics, 2011
2010
Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010
2009
2007
Output-sensitive algorithms for optimally constructing the upper envelope of straight line segments in parallel.
J. Parallel Distributed Comput., 2007
Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007
Discovering the hidden structure of house prices with a non-parametric latent manifold model.
Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
2006
Proceedings of the Advances in Neural Information Processing Systems 19, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Learning a Similarity Metric Discriminatively, with Application to Face Verification.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005
2003
An Experimental Study of <i>k</i>-Splittable Scheduling for DNS-Based Traffic Allocation.
Proceedings of the Euro-Par 2003. Parallel Processing, 2003
2001
Optimal, Output-Sensitive Algorithms for Constructing Upper Envelope of Line Segments in Parallel.
Proceedings of the FST TCS 2001: Foundations of Software Technology and Theoretical Computer Science, 2001