Devansh Batra — accepted AI-conference papers

2021

LIFI: Towards Linguistically Informed Frame Interpolation

Aradhya Neeraj Mathur, Devansh Batra, Yaman Kumar Singla, Rajiv Ratn Shah, Roger Zimmermann

ICASSP 2021accepted

Here we explore the problem of speech video interpolation. With close to 70% of web traffic, such content today forms the primary form of online communication and entertainment. Despite high performance on conventional metrics like MSE, PSNR, and SSIM, we find that the state-of-the-art frame interpo…

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2020

Building Hierarchically Disentangled Language Models for Text Generation with Named Entities

Yash Agarwal, Devansh Batra, Ganesh Bagler

COLING 2020main

Named entities pose a unique challenge to traditional methods of language modeling. While several domains are characterised with a high proportion of named entities, the occurrence of specific entities varies widely. Cooking recipes, for example, contain a lot of named entities — viz. ingredients, c…

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