73 citations · 95 across the 8 of their papers we have counts for
4 papers · 1 filter
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…
Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection
Yuxing Tang, Josiah Wang, Xiaofang Wang +4
Deep CNN-based object detection systems have achieved remarkable success on several large-scale object detection benchmarks. However, training such detectors requires a large numbe…