Suraj Srinivas
Suraj Srinivas
Research Assistant at Idiap Research Institute / PhD student at EPFL
Verified email at idiap.ch - Homepage
Title
Cited by
Cited by
Year
Data-free parameter pruning for deep neural networks
S Srinivas, RV Babu
British Machine Vision Conference, 2015
2572015
A taxonomy of deep convolutional neural nets for computer vision
S Srinivas, RK Sarvadevabhatla, KR Mopuri, N Prabhu, SSS Kruthiventi, ...
Frontiers in Robotics and AI 2, 36, 2016
156*2016
Training sparse neural networks
S Srinivas, A Subramanya, R Venkatesh Babu
CVPR Workshop, 138-145, 2017
632017
Knowledge transfer with jacobian matching
S Srinivas, F Fleuret
International Conference on Machine Learning, 2018
412018
Learning neural network architectures using backpropagation
S Srinivas, RV Babu
British Machine Vision Conference, 2015
32*2015
Estimating Confidence for Deep Neural Networks through Density modeling
A Subramanya, S Srinivas, RV Babu
2018 International Conference on Signal Processing and Communications (SPCOM …, 2018
27*2018
Generalized dropout
S Srinivas, RV Babu
Unpublished Tech Report, 2016
212016
Full-gradient representation for neural network visualization
S Srinivas, F Fleuret
Advances in Neural Information Processing Systems, 4124-4133, 2019
8*2019
Compensating for large in-plane rotations in natural images
L Boominathan, S Srinivas, RV Babu
Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and …, 2016
32016
Controlled blurring for improving image reconstruction quality in flutter-shutter acquisition
S Srinivas, A Adiga, CS Seelamantula
2014 IEEE International Conference on Image Processing (ICIP), 5826-5830, 2014
12014
Gradient Alignment in Deep Neural Networks
S Srinivas, F Fleuret
arXiv preprint arXiv:2006.09128, 2020
2020
Learning Compact Architectures for Deep Neural Networks
S Srinivas
2018
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Articles 1–12