Shivam Kalra

Orcid: 0000-0002-8415-8627

According to our database1, Shivam Kalra authored at least 30 papers between 2014 and 2024.

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Bibliography

2024
Structured Model Pruning for Efficient Inference in Computational Pathology.
CoRR, 2024

2023
Learning binary and sparse permutation-invariant representations for fast and memory efficient whole slide image search.
Comput. Biol. Medicine, August, 2023

Comments on 'Fast and scalable search of whole-slide images via self-supervised deep learning'.
CoRR, 2023

2022
Evolutionary deep feature selection for compact representation of gigapixel images in digital pathology.
Artif. Intell. Medicine, 2022

2021
Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides.
Medical Image Anal., 2021

ProxyFL: Decentralized Federated Learning through Proxy Model Sharing.
CoRR, 2021

Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings.
CoRR, 2021

CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning.
Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

A Simple Supervised Hashing Algorithm Using Projected Gradient and Oppositional Weights.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020
Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence.
npj Digit. Medicine, 2020

<i>Yottixel</i> - An Image Search Engine for Large Archives of Histopathology Whole Slide Images.
Medical Image Anal., 2020

Recognizing Magnification Levels in Microscopic Snapshots.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Learning Permutation Invariant Representations Using Memory Networks.
Proceedings of the Computer Vision - ECCV 2020, 2020

Representation Learning of Histopathology Images using Graph Neural Networks.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Forming Local Intersections of Projections for Classifying and Searching Histopathology Images.
Proceedings of the Artificial Intelligence in Medicine, 2020

2019
Yottixel - An Image Search Engine for Large Archives of Histopathology Whole Slide Images.
CoRR, 2019

Automatic Classification of Pathology Reports using TF-IDF Features.
CoRR, 2019

Subtractive Perceptrons for Learning Images: A Preliminary Report.
Proceedings of the Ninth International Conference on Image Processing Theory, 2019

Projectron - A Shallow and Interpretable Network for Classifying Medical Images.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Multiple disjoint dictionaries for representation of histopathology images.
J. Vis. Commun. Image Represent., 2018

Comparing LBP, HOG and Deep Features for Classification of Histopathology Images.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017
Learning autoencoded radon projections.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Skin lesion segmentation: U-Nets versus clustering.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A comparative study of CNN, BoVW and LBP for classification of histopathological images.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Convolutional neural networks for histopathology image classification: Training vs. Using pre-trained networks.
Proceedings of the Seventh International Conference on Image Processing Theory, 2017

Classification and Retrieval of Digital Pathology Scans: A New Dataset.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Enhancing clearing-based niching method using Delaunay Triangulation.
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017

2016
Learning opposites using neural networks.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2014
Fuzzy Adaptive Cruise Control system with speed sign detection capability.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014


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