Saurabh Saxena
Saurabh Saxena has 2 papers in our library, in 2020–2022, most of them on Machine translation, Vision & language; often with Chitwan Saharia, William Chan, Burcu Karagol Ayan.
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📄 2 works in our library · 🔗 Cited 428 times in our library · ⭐ Paper Stars ranking: #1060
Concepts, shelves and topics
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 1 workArtificial Intelligence · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Vision & language · 1 workMachine translation · 1 work
Works by year
2020s
20221 paperPhotorealistic Text-to-Image Diffusion Models with Deep Language Understanding20201 paperNon-Autoregressive Machine Translation with Latent Alignments
Papers
- Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding (2022 · 2,423 citations)
Most text-to-image systems learn their text encoders from paired image-caption data, which may limit how well they handle complex or compositional prompts. - Non-Autoregressive Machine Translation with Latent Alignments (2020 · 176 citations)
The paper addresses two common weaknesses of non-autoregressive machine translation: duplicated tokens caused by conditionally independent predictions, and the need to predict the output length in advance and often re-score several length candidates.
Co-authors here
- Chitwan Saharia ×2
- William Chan ×2
- Burcu Karagol Ayan
- Emily Denton
- Jonathan Ho
- Mohammad Norouzi
- S. Sara Mahdavi
- Tim Salimans
Venues
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