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Guruprasad Nayak
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2020 – today
- 2023
- [c9]Guruprasad Nayak
, Gerald Friedland:
Deep Layers Beware: Unraveling the Surprising Benefits of JPEG Compression for Image Classification Pre-processing. ISM 2023: 182-185 - 2021
- [i2]Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Vipin Kumar:
Weakly Supervised Classification Using Group-Level Labels. CoRR abs/2108.07330 (2021) - 2020
- [c8]Guruprasad Nayak
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data. SDM 2020: 253-261 - [i1]Guruprasad Nayak, Rahul Ghosh, Xiaowei Jia, Varun Mithal, Vipin Kumar:
Semi-supervised Classification using Attention-based Regularization on Coarse-resolution Data. CoRR abs/2001.00994 (2020)
2010 – 2019
- 2019
- [j3]Guruprasad Nayak
Automated assessment of knowledge hierarchy evolution: comparing directed acyclic graphs. Inf. Retr. J. 22(3-4): 256-284 (2019) - [c7]Guruprasad Nayak
Spatio-temporal classification at multiple resolutions using multi-view regularization. IEEE BigData 2019: 4117-4120 - [c6]Xiaowei Jia, Sheng Li, Ankush Khandelwal, Guruprasad Nayak
Spatial Context-Aware Networks for Mining Temporal Discriminative Period in Land Cover Detection. SDM 2019: 513-521 - [c5]Xiaowei Jia, Guruprasad Nayak
Classifying Heterogeneous Sequential Data by Cyclic Domain Adaptation: An Application in Land Cover Detection. SDM 2019: 540-548 - 2018
- [j2]Varun Mithal, Guruprasad Nayak
Mapping Burned Areas in Tropical Forests Using a Novel Machine Learning Framework. Remote. Sens. 10(1): 69 (2018) - [c4]Guruprasad Nayak
Classifying Multivariate Time Series by Learning Sequence-level Discriminative Patterns. SDM 2018: 252-260 - [c3]Guruprasad Nayak, Sourav Dutta, Deepak Ajwani, Patrick K. Nicholson, Alessandra Sala:
Automated Knowledge Hierarchy Assessment. ProfS/KG4IR/Data:Search@SIGIR 2018: 59-60 - 2017
- [j1]Varun Mithal, Guruprasad Nayak
RAPT: Rare Class Prediction in Absence of True Labels. IEEE Trans. Knowl. Data Eng. 29(11): 2484-2497 (2017) - [c2]Xiaowei Jia, Ankush Khandelwal, Guruprasad Nayak
Incremental Dual-memory LSTM in Land Cover Prediction. KDD 2017: 867-876 - [c1]Xiaowei Jia, Ankush Khandelwal, Guruprasad Nayak
Predict Land Covers with Transition Modeling and Incremental Learning. SDM 2017: 171-179
Coauthor Index
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