15 citations · 36 across the 18 of their papers we have counts for
3 papers · 1 filter
Challenges of Adversarial Image Augmentations
Arno Blaas, Xavier Suau, Jason Ramapuram +2
Image augmentations applied during training are crucial for the generalization performance of image classifiers. Therefore, a large body of research has focused on finding the opti…
Self-conditioning pre-trained language models
Xavier Suau, Luca Zappella, Nicholas Apostoloff
In this paper we aim to investigate the mechanisms that guide text generation with pre-trained Transformer-based Language Models (TLMs). Grounded on the Product of Experts formulat…
Multimodal Punctuation Prediction with Contextual Dropout
Andrew Silva, Barry-John Theobald, Nicholas Apostoloff
Automatic speech recognition (ASR) is widely used in consumer electronics. ASR greatly improves the utility and accessibility of technology, but usually the output is only word seq…