V. Ratna Saripalli

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 10

Top Topics

Ai Technologies

Reinforcement Learning

Top Venues

LABELS/HAL-MICCAI/CuRIOUS@MICCAI

SN Comput. Sci.

Publications

Xiaomeng Dong, Tao Tan, Michael Potter, Yun-Chan Tsai, Gaurav Kumar, V. Ratna Saripalli, Theodore B. Trafalis
Autonomous Learning Rate Optimization for Deep Learning. LION (2022)
Xiaomeng Dong, Michael Potter, Gaurav Kumar, Yun-Chan Tsai, V. Ratna Saripalli, Theodore B. Trafalis
Optimizing Data Augmentation Policy Through Random Unidimensional Search. LION (2022)
Xiaomeng Dong, Michael Potter, Gaurav Kumar, Yun-Chan Tsai, V. Ratna Saripalli
Automating Augmentation Through Random Unidimensional Search. CoRR (2021)
Xiaomeng Dong, Tao Tan, Michael Potter, Yun-Chan Tsai, Gaurav Kumar, V. Ratna Saripalli
To Raise or Not To Raise: The Autonomous Learning Rate Question. CoRR (2021)
V. Ratna Saripalli, Dibyajyoti Pati, Michael Potter, Gopal Avinash, Charles W. Anderson
AI-Assisted Annotator Using Reinforcement Learning. SN Comput. Sci. 1 (6) (2020)
Jiahui Guan, Ravi Soni, Dibyajyoti Pati, Gopal Avinash, V. Ratna Saripalli
D3MC: A Reinforcement Learning Based Data-Driven Dyna Model Compression. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (2019)
V. Ratna Saripalli, Gopal Avinash, Charles W. Anderson
AI Assisted Annotator using Reinforcement Learning. CoRR (2019)
Xiaomeng Dong, Junpyo Hong, Hsi-Ming Chang, Michael Potter, Aritra Chowdhury, Purujit Bahl, Vivek Soni, Yun-Chan Tsai, Rajesh Tamada, Gaurav Kumar, Caroline Favart, V. Ratna Saripalli, Gopal Avinash
FastEstimator: A Deep Learning Library for Fast Prototyping and Productization. CoRR (2019)
Ravi Soni, Jiahui Guan, Gopal Avinash, V. Ratna Saripalli
HMC: A Hybrid Reinforcement Learning Based Model Compression for Healthcare Applications. CASE (2019)
Dibyajyoti Pati, Caroline Favart, Purujit Bahl, Vivek Soni, Yun-Chan Tsai, Michael Potter, Jiahui Guan, Xiaomeng Dong, V. Ratna Saripalli
Impact of Inference Accelerators on hardware selection. CoRR (2019)