Guruprasad Nayak

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Topics

Multivariate Time Series

Weakly Supervised

Machine Learning

Top Venues

Publications

Guruprasad Nayak, Gerald Friedland
Deep Layers Beware: Unraveling the Surprising Benefits of JPEG Compression for Image Classification Pre-processing. ISM (2023)
Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Vipin Kumar
Weakly Supervised Classification Using Group-Level Labels. CoRR (2021)
Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data. SDM (2020)
Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data. CoRR (2020)
Xiaowei Jia, Guruprasad Nayak, Ankush Khandelwal, Anuj Karpatne, Vipin Kumar
Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover Detection. SDM (2019)
Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar
Spatio-temporal classification at multiple resolutions using multi-view regularization. IEEE BigData (2019)
Xiaowei Jia, Sheng Li, Ankush Khandelwal, Guruprasad Nayak, Anuj Karpatne, Vipin Kumar
Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection. SDM (2019)
Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson, Alessandra Sala
Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs. Inf. Retr. J. 22 (3-4) (2019)
Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson, Alessandra Sala
Automated Knowledge Hierarchy Assessment. ProfS/KG4IR/Data:Search@SIGIR (2018)
Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Ramakrishna R. Nemani, Nikunj C. Oza
Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework. Remote. Sens. 10 (1) (2018)
Guruprasad Nayak, Varun Mithal, Xiaowei Jia, Vipin Kumar
Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns. SDM (2018)
Xiaowei Jia, Ankush Khandelwal, Guruprasad Nayak, James Gerber, Kimberly Carlson, Paul C. West, Vipin Kumar
Predict Land Covers with Transition Modeling and Incremental Learning. SDM (2017)
Varun Mithal, Guruprasad Nayak, Ankush Khandelwal, Vipin Kumar, Nikunj C. Oza, Ramakrishna R. Nemani
RAPT: Rare Class Prediction in Absence of True Labels. IEEE Trans. Knowl. Data Eng. 29 (11) (2017)
Xiaowei Jia, Ankush Khandelwal, Guruprasad Nayak, James Gerber, Kimberly Carlson, Paul C. West, Vipin Kumar
Incremental Dual-memory LSTM in Land Cover Prediction. KDD (2017)