47 citations · 116 across the 7 of their papers we have counts for
3 papers · 1 filter
Asymmetrically Weighted CCA And Hierarchical Kernel Sentence Embedding For Image & Text Retrieval
Youssef Mroueh, Etienne Marcheret, Vaibhava Goel
Joint modeling of language and vision has been drawing increasing interest. A multimodal data representation allowing for bidirectional retrieval of images by sentences and vice ve…
Random Maxout Features
Youssef Mroueh, Steven Rennie, Vaibhava Goel
In this paper, we propose and study random maxout features, which are constructed by first projecting the input data onto sets of randomly generated vectors with Gaussian elements,…
Deep Multimodal Learning for Audio-Visual Speech Recognition
Youssef Mroueh, Etienne Marcheret, Vaibhava Goel
In this paper, we present methods in deep multimodal learning for fusing speech and visual modalities for Audio-Visual Automatic Speech Recognition (AV-ASR). First, we study an app…