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cs.LG2024
On Discriminative Probabilistic Modeling for Self-Supervised Representation Learning
Bokun Wang, Yunwen Lei, Yiming Ying +1
We study the discriminative probabilistic modeling on a continuous domain for the data prediction task of (multimodal) self-supervised representation learning. To address the chall…
cs.LG2024
Towards Federated Learning with On-device Training and Communication in 8-bit Floating Point
Bokun Wang, Axel Berg, Durmus Alp Emre Acar +1
Recent work has shown that 8-bit floating point (FP8) can be used for efficiently training neural networks with reduced computational cost compared to training in FP32/FP16. In thi…