Ekdeep Singh Lubana

Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices

Puja Trivedi, Ekdeep Singh Lubana, Yujun Yan et al. · Proceedings of the ACM Web Conference 2022 · 2022 · 21 citations

Geometric Learning, Engineering, Machine Learning +23

Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering

Ekdeep Singh Lubana, Chi Ian Tang, Fahim Kawsar et al. · arXiv (Cornell University) · 2022 · 20 citations · Full text

Artificial Intelligence, Cluster Computing, Natural Language Processing +14

Digital Foveation: An Energy-Aware Machine Vision Framework

Ekdeep Singh Lubana, Robert P. Dick · IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems · 2018 · 17 citations

Event Camera, Engineering, Machine Learning +17

Minimalistic Image Signal Processing for Deep Learning Applications

Ekdeep Singh Lubana, Robert P. Dick, Vinayak Aggarwal et al. · 2019 · 16 citations

Convolutional Neural Network, Engineering, Machine Learning +16

A Gradient Flow Framework For Analyzing Network Pruning

Ekdeep Singh Lubana, Robert P. Dick · arXiv (Cornell University) · 2020 · 16 citations · Full text

Recent Network, Gradient Flow Framework, Model Optimization +13