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05/15/2023
TESS: Text-to-Text Self-Conditioned Simplex Diffusion
Diffusion models have emerged as a powerful paradigm for generation, obt...
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10/20/2022
SMaLL-100: Introducing Shallow Multilingual Machine Translation Model for Low-Resource Languages
In recent years, multilingual machine translation models have achieved p...
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07/27/2022
A Variational AutoEncoder for Transformers with Nonparametric Variational Information Bottleneck
We propose a VAE for Transformers by developing a variational informatio...
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06/08/2021
Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks
State-of-the-art parameter-efficient fine-tuning methods rely on introdu...
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06/16/2018
