Guruprasad Nayak

14 papers A* 1A 5C 1Journal 5Unranked 2

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