activity
20172020
most citedDescribing Natural Images Containing Novel Objects with Knowledge Guided Assitance

9 citations · 16 across the 5 of their papers we have counts for

collaborators

6 papers

cs.CV2020

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…

cs.CV20204 cited

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…

cs.CV2020

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…

cs.CV20191 cited

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…

cs.CL20172 cited

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…

cs.CV20179 cited

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…