Search Results for author: Bhanu Prakash Voutharoja

Found 4 papers, 4 papers with code

MALM: Mask Augmentation based Local Matching for Food-Recipe Retrieval

1 code implementation18 May 2023 Bhanu Prakash Voutharoja, Peng Wang, Lei Wang, Vivienne Guan

A de-facto idea to address this task is to learn a shared feature embedding space in which a food image is aligned better to its paired recipe than other recipes.

Image-text matching Retrieval +1

Automatic Radiology Report Generation by Learning with Increasingly Hard Negatives

1 code implementation11 May 2023 Bhanu Prakash Voutharoja, Lei Wang, Luping Zhou

At each iteration, conditioned on a given set of hard negative reports, image and report features are learned as usual by minimising the loss functions related to report generation.

Medical Report Generation

Language Independent Neuro-Symbolic Semantic Parsing for Form Understanding

1 code implementation8 May 2023 Bhanu Prakash Voutharoja, Lizhen Qu, Fatemeh Shiri

Our model parses a form into a word-relation graph in order to identify entities and relations jointly and reduce the time complexity of inference.

Relation Semantic Parsing

Leveraging Language Foundation Models for Human Mobility Forecasting

1 code implementation11 Sep 2022 Hao Xue, Bhanu Prakash Voutharoja, Flora D. Salim

In this paper, we propose a novel pipeline that leverages language foundation models for temporal sequential pattern mining, such as for human mobility forecasting tasks.

Decoder Sequential Pattern Mining +1

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