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Ekdeep Singh Lubana
Ekdeep Singh Lubana
University of Michigan
Verified email at umich.edu - Homepage
Title
Cited by
Cited by
Year
A Gradient Flow Framework For Analyzing Network Pruning
ES Lubana, RP Dick
International Conference on Learning Representations (ICLR), 2021
292021
Augmentations in graph contrastive learning: Current methodological flaws & towards better practices
P Trivedi, ES Lubana, Y Yan, Y Yang, D Koutra
Proceedings of the ACM Web Conference (formerly WWW), 1538-1549, 2021
252021
Beyond BatchNorm: towards a unified understanding of normalization in deep learning
ES Lubana, R Dick, H Tanaka
Advances in Neural Information Processing Systems (NeurIPS) 34, 4778-4791, 2021
212021
Minimalistic image signal processing for deep learning applications
ES Lubana, RP Dick, V Aggarwal, PM Pradhan
2019 IEEE International Conference on Image Processing (ICIP), 4165-4169, 2019
15*2019
Digital foveation: An energy-aware machine vision framework
ES Lubana, RP Dick
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
142018
Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering
ES Lubana, CI Tang, F Kawsar, RP Dick, A Mathur
International Conference on Machine Learning (ICML), 2022
132022
Analyzing Data-Centric Properties for Graph Contrastive Learning
P Trivedi, ES Lubana, M Heimann, D Koutra, JJ Thiagarajan
Advances in Neural Information Processing Systems (NeurIPS), 2022
8*2022
How do quadratic regularizers prevent catastrophic forgetting: The role of interpolation
ES Lubana, P Trivedi, D Koutra, R Dick
Conference on Lifelong Learning Agents (CoLLAs), 819-837, 2021
7*2021
What shapes the loss landscape of self-supervised learning?
L Ziyin, ES Lubana, M Ueda, H Tanaka
International Conference on Learning Representations (ICLR), 2022
32022
Mechanistic Mode Connectivity
ES Lubana, EJ Bigelow, RP Dick, D Krueger, H Tanaka
International Conference on Machine Learning (ICML), 2022
22022
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