Shivam Kalra

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 44

Top Topics

Invariant Representations

Image Representation

Top Venues

Medical Image Anal.

Publications

Mohammed Adnan, Qinle Ba, Nazim Shaikh, Shivam Kalra, Satarupa Mukherjee, Auranuch Lorsakul
Structured Model Pruning for Efficient Inference in Computational Pathology. CoRR (2024)
Sobhan Hemati, Shivam Kalra, Morteza Babaie, Hamid R. Tizhoosh
Learning binary and sparse permutation-invariant representations for fast and memory efficient whole slide image search. Comput. Biol. Medicine 162 (2023)
Milad Sikaroudi, Mehdi Afshari, Abubakr Shafique, Shivam Kalra, Hamid R. Tizhoosh
Comments on 'Fast and scalable search of whole-slide images via self-supervised deep learning'. CoRR (2023)
Sobhan Hemati, Shivam Kalra, Morteza Babaie, Hamid R. Tizhoosh
Learning Binary and Sparse Permutation-Invariant Representations for Fast and Memory Efficient Whole Slide Image Search. CoRR (2022)
Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, Shivam Kalra, Manit Zaveri, Clinton J. V. Campbell, Anil Parwani, Liron Pantanowitz, Hamid R. Tizhoosh
Evolutionary deep feature selection for compact representation of gigapixel images in digital pathology. Artif. Intell. Medicine 132 (2022)
Shivam Kalra, Junfeng Wen, Jesse C. Cresswell, Maksims Volkovs, Hamid R. Tizhoosh
ProxyFL: Decentralized Federated Learning through Proxy Model Sharing. CoRR (2021)
Abtin Riasatian, Morteza Babaie, Danial Maleki, Shivam Kalra, Mojtaba Valipour, Sobhan Hemati, Manit Zaveri, Amir Safarpoor, Sobhan Shafiei, Mehdi Afshari, Maral Rasoolijaberi, Milad Sikaroudi, Mohd Adnan, Sultaan Shah, Charles Choi, Savvas Damaskinos, Clinton J. V. Campbell, Phedias Diamandis, Liron Pantanowitz, Hany Kashani, Ali Ghodsi, Hamid R. Tizhoosh
Fine-Tuning and training of densenet for histopathology image representation using TCGA diagnostic slides. Medical Image Anal. 70 (2021)
Sobhan Hemati, Mohammad Hadi Mehdizavareh, Morteza Babaie, Shivam Kalra, Hamid R. Tizhoosh
A Simple Supervised Hashing Algorithm Using Projected Gradient and Oppositional Weights. ICIP (2021)
Sobhan Hemati, Shivam Kalra, Cameron Meaney, Morteza Babaie, Ali Ghodsi, Hamid R. Tizhoosh
CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning. MIDL (2021)
Sobhan Shafiei, Morteza Babaie, Shivam Kalra, Hamid R. Tizhoosh
Colored Kimia Path24 Dataset: Configurations and Benchmarks with Deep Embeddings. CoRR (2021)
Shivam Kalra, Mohammed Adnan, Sobhan Hemati, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh
Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images. MICCAI (8) (2021)
Shivam Kalra, Mohammed Adnan, Sobhan Hemati, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid R. Tizhoosh
Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images. CoRR (2021)
Mohammed Adnan, Shivam Kalra, Hamid R. Tizhoosh
Representation Learning of Histopathology Images using Graph Neural Networks. CoRR (2020)
Shivam Kalra, Mohammed Adnan, Graham W. Taylor, Hamid R. Tizhoosh
Learning Permutation Invariant Representations Using Memory Networks. ECCV (29) (2020)
Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid R. Tizhoosh
Forming Local Intersections of Projections for Classifying and Searching Histopathology Images. CoRR (2020)
Mohammed Adnan, Shivam Kalra, Hamid R. Tizhoosh
Representation Learning of Histopathology Images using Graph Neural Networks. CVPR Workshops (2020)
Shivam Kalra, Hamid R. Tizhoosh, Sultaan Shah, Charles Choi, Savvas Damaskinos, Amir Safarpoor, Sobhan Shafiei, Morteza Babaie, Phedias Diamandis, Clinton J. V. Campbell, Liron Pantanowitz
Pan-cancer diagnostic consensus through searching archival histopathology images using artificial intelligence. npj Digit. Medicine 3 (2020)
Manit Zaveri, Shivam Kalra, Morteza Babaie, Sultaan Shah, Savvas Damaskinos, Hany Kashani, Hamid R. Tizhoosh
Recognizing Magnification Levels in Microscopic Snapshots. CoRR (2020)
Manit Zaveri, Shivam Kalra, Morteza Babaie, Sultaan Shah, Savvas Damaskinos, Hany Kashani, Hamid R. Tizhoosh
Recognizing Magnification Levels in Microscopic Snapshots. EMBC (2020)
Shivam Kalra, Hamid R. Tizhoosh, Charles Choi, Sultaan Shah, Phedias Diamandis, Clinton J. V. Campbell, Liron Pantanowitz
- An Image Search Engine for Large Archives of Histopathology Whole Slide Images. Medical Image Anal. 65 (2020)
Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid R. Tizhoosh
Forming Local Intersections of Projections for Classifying and Searching Histopathology Images. AIME (2020)
Shivam Kalra, Charles Choi, Sultaan Shah, Liron Pantanowitz, Hamid R. Tizhoosh
Yottixel - An Image Search Engine for Large Archives of Histopathology Whole Slide Images. CoRR (2019)
Hamid R. Tizhoosh, Shivam Kalra, Shalev Lifshitz, Morteza Babaie
Subtractive Perceptrons for Learning Images: A Preliminary Report. CoRR (2019)
Aditya Sriram, Shivam Kalra, Hamid R. Tizhoosh
Projectron - A Shallow and Interpretable Network for Classifying Medical Images. IJCNN (2019)
Hamid R. Tizhoosh, Shivam Kalra, Shalev Lifshitz, Morteza Babaie
Subtractive Perceptrons for Learning Images: A Preliminary Report. IPTA (2019)
Aditya Sriram, Shivam Kalra, Hamid R. Tizhoosh
Projectron - A Shallow and Interpretable Network for Classifying Medical Images. CoRR (2019)
Shivam Kalra, Mohammed Adnan, Graham W. Taylor, Hamid R. Tizhoosh
Learning Permutation Invariant Representations using Memory Networks. CoRR (2019)
Shivam Kalra, Hamid R. Tizhoosh, Sultaan Shah, Charles Choi, Savvas Damaskinos, Amir Safarpoor, Sobhan Shafiei, Morteza Babaie, Phedias Diamandis, Clinton J. V. Campbell, Liron Pantanowitz
Pan-Cancer Diagnostic Consensus Through Searching Archival Histopathology Images Using Artificial Intelligence. CoRR (2019)
Shivam Kalra, Larry Li, Hamid R. Tizhoosh
Automatic Classification of Pathology Reports using TF-IDF Features. CoRR (2019)
Shujin Zhu, Yuehua Li, Shivam Kalra, Hamid R. Tizhoosh
Multiple disjoint dictionaries for representation of histopathology images. J. Vis. Commun. Image Represent. 55 (2018)
Taha J. Alhindi, Shivam Kalra, Ka Hin Ng, Anika Afrin, Hamid R. Tizhoosh
Comparing LBP, HOG and Deep Features for Classification of Histopathology Images. IJCNN (2018)
Brady Kieffer, Morteza Babaie, Shivam Kalra, Hamid R. Tizhoosh
Convolutional Neural Networks for Histopathology Image Classification: Training vs. Using Pre-Trained Networks. CoRR (2017)
Aditya Sriram, Shivam Kalra, Hamid R. Tizhoosh, Shahryar Rahnamayan
Learning autoencoded radon projections. SSCI (2017)
Bill S. Lin, Kevin Michael, Shivam Kalra, Hamid R. Tizhoosh
Skin lesion segmentation: U-Nets versus clustering. SSCI (2017)
Brady Kieffer, Morteza Babaie, Shivam Kalra, Hamid R. Tizhoosh
Convolutional neural networks for histopathology image classification: Training vs. Using pre-trained networks. IPTA (2017)
Morteza Babaie, Shivam Kalra, Aditya Sriram, Christopher Mitcheltree, Shujin Zhu, Amin Khatami, Shahryar Rahnamayan, Hamid R. Tizhoosh
Classification and Retrieval of Digital Pathology Scans: A New Dataset. CoRR (2017)
Bill S. Lin, Kevin Michael, Shivam Kalra, Hamid R. Tizhoosh
Skin Lesion Segmentation: U-Nets versus Clustering. CoRR (2017)
Morteza Babaie, Shivam Kalra, Aditya Sriram, Christopher Mitcheltree, Shujin Zhu, Amin Khatami, Shahryar Rahnamayan, Hamid R. Tizhoosh
Classification and Retrieval of Digital Pathology Scans: A New Dataset. CVPR Workshops (2017)
Shivam Kalra, Shahryar Rahnamayan, Kalyanmoy Deb
Enhancing clearing-based niching method using Delaunay Triangulation. CEC (2017)
Meghana Dinesh Kumar, Morteza Babaie, Shujin Zhu, Shivam Kalra, Hamid R. Tizhoosh
A comparative study of CNN, BoVW and LBP for classification of histopathological images. SSCI (2017)
Meghana Dinesh Kumar, Morteza Babaie, Shujin Zhu, Shivam Kalra, Hamid R. Tizhoosh
A Comparative Study of CNN, BoVW and LBP for Classification of Histopathological Images. CoRR (2017)
Aditya Sriram, Shivam Kalra, Hamid R. Tizhoosh, Shahryar Rahnamayan
Learning Autoencoded Radon Projections. CoRR (2017)
Shivam Kalra, Aditya Sriram, Shahryar Rahnamayan, Hamid R. Tizhoosh
Learning Opposites Using Neural Networks. CoRR (2016)
Shivam Kalra, Aditya Sriram, Shahryar Rahnamayan, Hamid R. Tizhoosh
Learning opposites using neural networks. ICPR (2016)
Raazi Rizvi, Shivam Kalra, Chirag Gosalia, Shahryar Rahnamayan
Fuzzy Adaptive Cruise Control system with speed sign detection capability. FUZZ-IEEE (2014)