19 citations · 61 across the 10 of their papers we have counts for
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cs.LG2022★ 12 cited
Understanding and Improving the Role of Projection Head in Self-Supervised Learning
Kartik Gupta, Thalaiyasingam Ajanthan, Anton van den Hengel +1
Self-supervised learning (SSL) aims to produce useful feature representations without access to any human-labeled data annotations. Due to the success of recent SSL methods based o…
cs.LG2022★ 13 cited
Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices
Kartik Gupta, Marios Fournarakis, Matthias Reisser +2
Federated Learning (FL) is a machine learning paradigm to distributively learn machine learning models from decentralized data that remains on-device. Despite the success of standa…