66 citations · 168 across the 35 of their papers we have counts for
7 papers · 1 filter
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation
Arijit Ray, Karan Sikka, Ajay Divakaran +2
While models for Visual Question Answering (VQA) have steadily improved over the years, interacting with one quickly reveals that these models lack consistency. For instance, if a…
FoodX-251: A Dataset for Fine-grained Food Classification
Parneet Kaur, Karan Sikka, Weijun Wang +2
Food classification is a challenging problem due to the large number of categories, high visual similarity between different foods, as well as the lack of datasets for training sta…
Deep Unified Multimodal Embeddings for Understanding both Content and Users in Social Media Networks
Karan Sikka, Lucas Van Bramer, Ajay Divakaran
There has been an explosion of multimodal content generated on social media networks in the last few years, which has necessitated a deeper understanding of social media content an…
Data-Efficient Mutual Information Neural Estimator
Xiao Lin, Indranil Sur, Samuel A. Nastase +3
Measuring Mutual Information (MI) between high-dimensional, continuous, random variables from observed samples has wide theoretical and practical applications. Recent work, MINE (B…
Integrating Text and Image: Determining Multimodal Document Intent in Instagram Posts
Julia Kruk, Jonah Lubin, Karan Sikka +3
Computing author intent from multimodal data like Instagram posts requires modeling a complex relationship between text and image. For example, a caption might evoke an ironic cont…
Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval
Arijit Ray, Yi Yao, Rakesh Kumar +2
While there have been many proposals on making AI algorithms explainable, few have attempted to evaluate the impact of AI-generated explanations on human performance in conducting…