162 citations · 326 across the 8 of their papers we have counts for
4 papers · 1 filter
CMA-CLIP: Cross-Modality Attention CLIP for Image-Text Classification
Huidong Liu, Shaoyuan Xu, Jinmiao Fu +5
Modern Web systems such as social media and e-commerce contain rich contents expressed in images and text. Leveraging information from multi-modalities can improve the performance…
Contextual Grounding of Natural Language Entities in Images
Farley Lai, Ning Xie, Derek Doran +1
In this paper, we introduce a contextual grounding approach that captures the context in corresponding text entities and image regions to improve the grounding accuracy. Specifical…
Visual Entailment: A Novel Task for Fine-Grained Image Understanding
Ning Xie, Farley Lai, Derek Doran +1
Existing visual reasoning datasets such as Visual Question Answering (VQA), often suffer from biases conditioned on the question, image or answer distributions. The recently propos…
Visual Entailment Task for Visually-Grounded Language Learning
Ning Xie, Farley Lai, Derek Doran +1
We introduce a new inference task - Visual Entailment (VE) - which differs from traditional Textual Entailment (TE) tasks whereby a premise is defined by an image, rather than a na…