Search Results for author: Saleem Ahmed

Found 3 papers, 2 papers with code

SpaDen : Sparse and Dense Keypoint Estimation for Real-World Chart Understanding

no code implementations3 Aug 2023 Saleem Ahmed, Pengyu Yan, David Doermann, Srirangaraj Setlur, Venu Govindaraju

A combination of sparse and dense per-pixel objectives coupled with a uni-modal self-attention-based feature-fusion layer is applied to learn KP embeddings.

Keypoint Estimation Metric Learning

RealCQA: Scientific Chart Question Answering as a Test-bed for First-Order Logic

1 code implementation3 Aug 2023 Saleem Ahmed, Bhavin Jawade, Shubham Pandey, Srirangaraj Setlur, Venu Govindaraju

We present a comprehensive study of chart visual question-answering(QA) task, to address the challenges faced in comprehending and extracting data from chart visualizations within documents.

Ranked #3 on Chart Question Answering on RealCQA (using extra training data)

Chart Question Answering Formal Logic +2

Context-Aware Chart Element Detection

1 code implementation7 May 2023 Pengyu Yan, Saleem Ahmed, David Doermann

As a prerequisite of chart data extraction, the accurate detection of chart basic elements is essential and mandatory.

Data Visualization Document AI +2

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