John C. Platt
John C. Platt has 2 papers in our library, in 2011–2014; often with C. Lawrence Zitnick, Christopher Meek, Geoffrey Zweig.
OpenAlex · ORCID · Wikidata · h-index 53 · 358 works · 49,985 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 240 times in our library · ⭐ Paper Stars ranking: #1812
Affiliations
🏢GoogleMountain View ·
United States2015–2026 · 19 papersEmployment since 2015🏢MicrosoftRedmond ·
United States1998–2021 · 60 papers🎓California Institute of TechnologyPasadena ·
United States1986–2023 · 11 papersEducation until 1989 · PhD, Computer Science🏢SynapticsSan Jose ·
United States1989–2003 · 10 papersEmployment 1989–1997 · Director, Research🎓University of MichiganAnn Arbor ·
United States1969–1975 · 4 papers🏢Texas InstrumentsDallas ·
United States1996–2002 · 3 papers🎓Monash UniversityMelbourne ·
Australia1986 · 2 papers
🏛️Microsoft ResearchRedmond ·
United States1997–2015Employment 1997–2015 · Deputy Director / Distinguished Scientist
Fields, topics and concepts
📚 Shelves 6The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksComputer Vision and Pattern Recognition · 1 workArts and Humanities · 1 workArtificial Intelligence · 1 workInformation Systems · 1 workLanguage and Linguistics · 1 work
Works by year
2010s
Papers
- From Captions to Visual Concepts and Back (2014 · 1,450 citations)
The paper tackles automatic image captioning. Its central idea is that every component of the system can be learned from caption-annotated images, with no separately hand-labeled object, attribute or relation data. The pipeline has three stages: - Learning Discriminative Projections for Text Similarity Measures (2011 · 277 citations)
Classic vector-space similarity, such as cosine over TFIDF vectors, lets each term match only itself. Related words like synonyms therefore add nothing to the score, and across languages, where vocabularies barely overlap, the approach fails completely. Yih and colleagues propose S2Net (Similarity Learning via…
Co-authors here
- C. Lawrence Zitnick
- Christopher Meek
- Geoffrey Zweig
- Hao Fang
- Jianfeng Gao
- Kristina Toutanova
- Li Deng
- Margaret Mitchell
- Piotr Dollar
- Saurabh Gupta
- Wen-tau Yih
- Xiaodong He
Venues
- Conference on Computational Natural Language Learning (CoNLL): CoNLL 2011
- IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2014
- Nature
Cited by
Updated
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