8 citations · 49 across the 40 of their papers we have counts for
5 papers · 1 filter
Predicting Language Recovery after Stroke with Convolutional Networks on Stitched MRI
Yusuf H. Roohani, Noor Sajid, Pranava Madhyastha +2
One third of stroke survivors have language difficulties. Emerging evidence suggests that their likelihood of recovery depends mainly on the damage to language centers. Thus previo…
Learning from Multiview Correlations in Open-Domain Videos
Nils Holzenberger, Shruti Palaskar, Pranava Madhyastha +2
An increasing number of datasets contain multiple views, such as video, sound and automatic captions. A basic challenge in representation learning is how to leverage multiple views…
End-to-end Image Captioning Exploits Multimodal Distributional Similarity
Pranava Madhyastha, Josiah Wang, Lucia Specia
We hypothesize that end-to-end neural image captioning systems work seemingly well because they exploit and learn `distributional similarity' in a multimodal feature space by mappi…
Defoiling Foiled Image Captions
Pranava Madhyastha, Josiah Wang, Lucia Specia
We address the task of detecting foiled image captions, i.e. identifying whether a caption contains a word that has been deliberately replaced by a semantically similar word, thus…
Object Counts! Bringing Explicit Detections Back into Image Captioning
Josiah Wang, Pranava Madhyastha, Lucia Specia
The use of explicit object detectors as an intermediate step to image captioning - which used to constitute an essential stage in early work - is often bypassed in the currently do…