Suraj Srinivas
Suraj Srinivas
Research Assistant at Idiap Research Institute / PhD student at EPFL
Verified email at idiap.ch - Homepage
TitleCited byYear
Data-free parameter pruning for deep neural networks
S Srinivas, RV Babu
British Machine Vision Conference, 2015
1402015
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
89*2016
Training sparse neural networks
S Srinivas, A Subramanya, R Venkatesh Babu
CVPR Workshop, 138-145, 2017
262017
Learning neural network architectures using backpropagation
S Srinivas, RV Babu
British Machine Vision Conference, 2015
24*2015
Generalized dropout
S Srinivas, RV Babu
arXiv preprint arXiv:1611.06791, 2016
152016
Knowledge transfer with jacobian matching
S Srinivas, F Fleuret
International Conference on Machine Learning, 2018
122018
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
10*2018
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
22016
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
Full-Jacobian Representation of Neural Networks
S Srinivas, F Fleuret
arXiv preprint arXiv:1905.00780, 2019
2019
Learning Compact Architectures for Deep Neural Networks
S Srinivas
G28168, 2018
2018
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Articles 1–11