Researcher
Yoshua Bengio
Papers
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Generative Adversarial Networks
Framed generative modeling as a two-player game between a generator and a discriminator, each improving against the other. GANs drove a decade of image-synthesis research before diffusion models took the lead.
arxiv.org ↗ -
Neural Machine Translation by Jointly Learning to Align and Translate
Introduced attention to neural machine translation: instead of squeezing the source into one vector, the decoder learns to align to and weight over all source positions — the idea the Transformer would later build its whole architecture on.
arxiv.org ↗