49 citations · 80 across the 7 of their papers we have counts for
7 papers
Fusion Models for Improved Visual Captioning
Marimuthu Kalimuthu, Aditya Mogadala, Marius Mosbach +1
Visual captioning aims to generate textual descriptions given images or videos. Traditionally, image captioning models are trained on human annotated datasets such as Flickr30k and…
Integrating Image Captioning with Rule-based Entity Masking
Aditya Mogadala, Xiaoyu Shen, Dietrich Klakow
Given an image, generating its natural language description (i.e., caption) is a well studied problem. Approaches proposed to address this problem usually rely on image features th…
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation
Aditya Mogadala, Marius Mosbach, Dietrich Klakow
Generating longer textual sequences when conditioned on the visual information is an interesting problem to explore. The challenge here proliferate over the standard vision conditi…
Image Manipulation with Natural Language using Two-sidedAttentive Conditional Generative Adversarial Network
Dawei Zhu, Aditya Mogadala, Dietrich Klakow
Altering the content of an image with photo editing tools is a tedious task for an inexperienced user. Especially, when modifying the visual attributes of a specific object in an i…
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods
Aditya Mogadala, Marimuthu Kalimuthu, Dietrich Klakow
Interest in Artificial Intelligence (AI) and its applications has seen unprecedented growth in the last few years. This success can be partly attributed to the advancements made in…
Linking Tweets with Monolingual and Cross-Lingual News using Transformed Word Embeddings
Aditya Mogadala, Dominik Jung, Achim Rettinger
Social media platforms have grown into an important medium to spread information about an event published by the traditional media, such as news articles. Grouping such diverse sou…
Describing Natural Images Containing Novel Objects with Knowledge Guided Assitance
Aditya Mogadala, Umanga Bista, Lexing Xie +1
Images in the wild encapsulate rich knowledge about varied abstract concepts and cannot be sufficiently described with models built only using image-caption pairs containing select…