95 citations · 431 across the 34 of their papers we have counts for
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cs.LG2023★ 1 cited
Objective-Agnostic Enhancement of Molecule Properties via Multi-Stage VAE
Chenghui Zhou, Barnabas Poczos
Variational autoencoder (VAE) is a popular method for drug discovery and various architectures and pipelines have been proposed to improve its performance. However, VAE approaches…
cs.CL2023
Task-Based MoE for Multitask Multilingual Machine Translation
Hai Pham, Young Jin Kim, Subhabrata Mukherjee +3
Mixture-of-experts (MoE) architecture has been proven a powerful method for diverse tasks in training deep models in many applications. However, current MoE implementations are tas…