Gautham Krishna Gudur

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 14

Top Topics

Scanning Devices

Human Activity Recognition

Text Classification

Top Venues

UbiComp/ISWC Adjunct

Publications

Vijay Lingam, Atula Tejaswi, Aditya Vavre, Aneesh Shetty, Gautham Krishna Gudur, Joydeep Ghosh, Alex Dimakis, Eunsol Choi, Aleksandar Bojchevski, Sujay Sanghavi
SVFT: Parameter-Efficient Fine-Tuning with Singular Vectors. CoRR (2024)
Gautham Krishna Gudur, Raaghul R, Adithya K, Shrihari Vasudevan
Data-Efficient Automatic Model Selection in Unsupervised Anomaly Detection. ICMLA (2022)
Ganesh Tata, Gautham Krishna Gudur, Gopinath Chennupati, Mohammad Emtiyaz Khan
Can Calibration Improve Sample Prioritization? CoRR (2022)
Gautham Krishna Gudur, Satheesh K. Perepu
Zero-Shot Federated Learning with New Classes for Audio Classification. CoRR (2021)
Gautham Krishna Gudur, Satheesh Kumar Perepu
Zero-Shot Federated Learning with New Classes for Audio Classification. Interspeech (2021)
Gautham Krishna Gudur, Satheesh K. Perepu
Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring. CoRR (2020)
Gautham Krishna Gudur, Bala Shyamala Balaji, Satheesh K. Perepu
Resource-Constrained Federated Learning with Heterogeneous Labels and Models. CoRR (2020)
Abhijith Ragav, Gautham Krishna Gudur
Bayesian Active Learning for Wearable Stress and Affect Detection. CoRR (2020)
Gautham Krishna Gudur, Ateendra Ramesh, Srinivasan R
A vision-based deep on-device intelligent bus stop recognition system. UbiComp/ISWC Adjunct (2019)
Sundararaman Venkataramani, Ateendra Ramesh, Sharan Sundar S, Aashish Kumar Jain, Gautham Krishna Gudur, Vineeth Vijayaraghavan
A Dynamically Adaptive Movie Occupancy Forecasting System with Feature Optimization. ICDM Workshops (2019)
Raghavan A. K., Venkatesh Umaashankar, Gautham Krishna Gudur
Label Frequency Transformation for Multi-Label Multi-Class Text Classification. KONVENS (2019)
Gautham Krishna Gudur, Prahalathan Sundaramoorthy, Venkatesh Umaashankar
ActiveHARNet: Towards On-Device Deep Bayesian Active Learning for Human Activity Recognition. CoRR (2019)
Prahalathan Sundaramoorthy, Gautham Krishna Gudur, Manav Rajiv Moorthy, R. Nidhi Bhandari, Vineeth Vijayaraghavan
HARNet: Towards On-Device Incremental Learning using Deep Ensembles on Constrained Devices. EMDL@MobiSys (2018)
Gautham Krishna Gudur, Karthik Subramanian Nathan, Yogesh Kumar B, Ankith A. Prabhu, Ajay Kannan, Vineeth Vijayaraghavan
A Generic Multi-modal Dynamic Gesture Recognition System using Machine Learning. CoRR (2018)