Sathya N. Ravi

Tensorize, Factorize and Regularize: Robust Visual Relationship Learning

Seong Jae Hwang, Hyunwoo J. Kim, Sathya N. Ravi et al. · 2018 · 70 citations

Structured Prediction, Geometric Learning, Engineering +17

Deep Unlearning via Randomized Conditionally Independent Hessians

Ronak Mehta, Sourav Pal, Vikas Pratap Singh et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 47 citations · Full text

Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence

Sathya N. Ravi, Tuan Dinh, Vishnu Suresh Lokhande et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 28 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Machine Vision +15

Adaptive Activation Thresholding: Dynamic Routing Type Behavior for Interpretability in Convolutional Neural Networks

Yiyou Sun, Sathya N. Ravi, Vikas Singh · 2019 · 19 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +19

Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease.

Hao Zhou, Sathya N. Ravi, Vamsi Krishna Ithapu et al. · PubMed · 2016 · 17 citations · Full text