Documentos de Karatzas D. | REDI

Regresar

Mostrando 4 resultados de: 4

Filtros aplicados

Palabras Claves: "Self-supervised learning"

Subtipo de publicación

Conference Object(3)

Publisher

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)(2)

ICMR 2019 - Proceedings of the 2019 ACM International Conference on Multimedia Retrieval(1)

Multimodal Scene Understanding: Algorithms, Applications and Deep Learning(1)

Área temáticas

Métodos informáticos especiales(2)

Programación informática, programas, datos, seguridad(2)

Comunicaciones(1)

Interacción social(1)

Área de conocimiento

Ciencias de la computación(3)

Análisis de datos(2)

Aprendizaje automático(2)

Redes sociales(1)

Visión por computadora(1)

Año de Publicación

Origen

Palabras Claves

Webly supervised learning(3)

Multimodal retrieval(2)

Text embeddings(2)

City tourism analysis(1)

Cross-modal retrieval(1)

Learning from #barcelona instagram data what locals and tourists post about its neighbourhoods

Conference Object

Abstract: Massive tourism is becoming a big problem for some cities, such as Barcelona, due to its concentrati

Palabras claves:

City tourism analysis, Self-supervised learning, Social media analysis, Webly supervised learning

Gibert J., Gómez R., Karatzas D., Lluís Álvarez Gómez

Learning to learn from web data through deep semantic embeddings

Conference Object

Abstract: In this paper we propose to learn a multimodal image and text embedding from Web and Social Media da

Palabras claves:

Multimodal embeddings, Multimodal retrieval, Self-supervised learning, Text embeddings, Webly supervised learning

Gibert J., Gómez R., Karatzas D., Lluís Álvarez Gómez

Self-supervised learning from web data for multimodal retrieval

Abstract: Self-supervised learning from multimodal image and text data allows deep neural networks to learn po

Palabras claves:

Multimodal embedding, Multimodal retrieval, Self-supervised learning, Text embeddings, Webly supervised learning

Gibert J., Gómez R., Karatzas D., Lluís Álvarez Gómez

Self-supervised visual representations for cross-modal retrieval

Conference Object

Abstract: Cross-modal retrieval methods have been significantly improved in last years with the use of deep ne

Palabras claves:

Cross-modal retrieval, Self-supervised learning, Visual representations

Jawahar C.V., Karatzas D., Lluís Álvarez Gómez, Patel Y., Rusiñol M.