Search Results for author: Harpreet Singh

Found 6 papers, 5 papers with code

Systematically designing better instance counting models on cell images with Neural Arithmetic Logic Units

1 code implementation14 Apr 2020 Ashish Rana, Taranveer Singh, Harpreet Singh, Neeraj Kumar, Prashant Singh Rana

These numerically biased units are added in the form of residual concatenated layers to original architectures and a comparative experimental study is done with these newly proposed changes.

Data Augmentation regression

Anomalous Motion Detection on Highway Using Deep Learning

1 code implementation15 Jun 2020 Harpreet Singh, Emily M. Hand, Kostas Alexis

The advent of self-driving cars provides an opportunity to apply visual anomaly detection in a more dynamic application yet no dataset exists in this type of environment.

Anomaly Detection Motion Detection +1

RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim Verification

1 code implementation5 Feb 2022 Ashish Rana, Deepanshu Khanna, Tirthankar Ghosal, Muskaan Singh, Harpreet Singh, Prashant Singh Rana

Finally, we carry out two-step stance predictions that first differentiate non-relevant rationales and then identify supporting or refuting rationales for a given claim.

Benchmarking Binary Classification +3

Prediction of COVID-19 using chest X-ray images

1 code implementation8 Apr 2022 Narayana Darapaneni, Suma Maram, Harpreet Singh, Syed Subhani, Mandeep Kour, Sathish Nagam, Anwesh Reddy Paduri

COVID-19, also known as Novel Coronavirus Disease, is a highly contagious disease that first surfaced in China in late 2019.

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision

1 code implementation COLING 2022 Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole

The system first matches the summarized user question with an FAQ from a trusted medical knowledge base, and then retrieves a fixed number of relevant sentences from the corresponding answer document.

Question Answering Retrieval

Benchmarking the Effectiveness of Classification Algorithms and SVM Kernels for Dry Beans

no code implementations15 Jul 2023 Anant Mehta, Prajit Sengupta, Divisha Garg, Harpreet Singh, Yosi Shacham Diamand

Plant breeders and agricultural researchers can increase crop productivity by identifying desirable features, disease resistance, and nutritional content by analysing the Dry Bean dataset.

Benchmarking Dimensionality Reduction

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