221 citations · 236 across the 6 of their papers we have counts for
3 papers · 1 filter
Jointly Discovering Visual Objects and Spoken Words from Raw Sensory Input
David Harwath, Adrià Recasens, Dídac Surís +3
In this paper, we explore neural network models that learn to associate segments of spoken audio captions with the semantically relevant portions of natural images that they refer…
Cross-modal Embeddings for Video and Audio Retrieval
Didac Surís, Amanda Duarte, Amaia Salvador +2
The increasing amount of online videos brings several opportunities for training self-supervised neural networks. The creation of large scale datasets of videos such as the YouTube…
Overcoming catastrophic forgetting with hard attention to the task
Joan Serrà, Dídac Surís, Marius Miron +1
Catastrophic forgetting occurs when a neural network loses the information learned in a previous task after training on subsequent tasks. This problem remains a hurdle for artifici…