Sebastian Goodman
Google (United States)(US)
Publications by Year
Research Areas
Natural Language Processing Techniques, Multimodal Machine Learning Applications, Topic Modeling, Advanced Image and Video Retrieval Techniques, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → ALBERT: A Lite BERT for Self-supervised Learning of Language\n Representations(2019)4,061 cited
- → Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning(2018)1,757 cited
- → PaLI: A Jointly-Scaled Multilingual Language-Image Model(2022)194 cited
- → Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$(2022)48 cited
- → PaLI-X: On Scaling up a Multilingual Vision and Language Model(2023)38 cited
- → On Scaling Up a Multilingual Vision and Language Model(2024)34 cited
- → PaLI-3 Vision Language Models: Smaller, Faster, Stronger(2023)26 cited
- → PreSTU: Pre-Training for Scene-Text Understanding(2023)17 cited
- → Bridging the Gap Between Practice and PAC-Bayes Theory in Few-Shot Meta-Learning(2021)11 cited