Muskaan Chopra

According to our database, Muskaan Chopra authored at least 15 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Knowing When Not to Predict: Self Supervised Learning and Abstention for Safer DR Screening.

Muskaan Chopra, Lorenz Sparrenberg, Jan H. Terheyden, Rafet Sifa

CoRR, May, 2026

Towards Reliable Machine Translation: Scaling LLMs for Critical Error Detection and Safety.

Muskaan Chopra, Lorenz Sparrenberg, Rafet Sifa

Proceedings of the Advances in Information Retrieval, 2026

2025

SynCED-EnDe 2025: A Synthetic and Curated English - German Dataset for Critical Error Detection in Machine Translation.

Muskaan Chopra, Lorenz Sparrenberg, Rafet Sifa

CoRR, October, 2025

History Rhymes: Macro-Contextual Retrieval for Robust Financial Forecasting.

Sarthak Khanna, Armin Berger, Muskaan Chopra, David Berghaus, Rafet Sifa

Proceedings of the IEEE International Conference on Big Data, 2025

How Small Can You Go? Compact Language Models for On-Device Critical Error Detection in Machine Translation.

Muskaan Chopra, Lorenz Sparrenberg, Sarthak Khanna, Rafet Sifa

Proceedings of the IEEE International Conference on Big Data, 2025

From Retinal Pixels to Patients: Evolution of Deep Learning Research in Diabetic Retinopathy Screening.

Muskaan Chopra, Lorenz Sparrenberg, Armin Berger, Sarthak Khanna, Jan H. Terheyden, Rafet Sifa

Proceedings of the IEEE International Conference on Big Data, 2025

2023

Evaluating the Sustainable COVID-19 Vaccination Framework of India Using Recurrent Neural Networks.

Anshul Gupta, Sunil K. Singh, Brij B. Gupta, Muskaan Chopra, Shabeg Singh Gill

Wirel. Pers. Commun., November, 2023

Learning Self-Supervised Representations for Label Efficient Cross-Domain Knowledge Transfer on Diabetic Retinopathy Fundus Images.

Ekta Gupta, Varun Gupta, Muskaan Chopra, Prakash Chandra Chhipa, Marcus Liwicki

Proceedings of the International Joint Conference on Neural Networks, 2023

Domain Adaptable Self-supervised Representation Learning on Remote Sensing Satellite Imagery.

Muskaan Chopra, Prakash Chandra Chhipa, Gopal Mengi, Varun Gupta, Marcus Liwicki

Proceedings of the International Joint Conference on Neural Networks, 2023

Functional Knowledge Transfer with Self-supervised Representation Learning.

Prakash Chandra Chhipa, Muskaan Chopra, Gopal Mengi, Varun Gupta, Richa Upadhyay, Meenakshi Subhash Chippa, Kanjar De, Rajkumar Saini, Seiichi Uchida, Marcus Liwicki

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

Deep Learning in Robotics for Strengthening Industry 4.0.: Opportunities, Challenges and Future Directions.

Kriti Aggarwal, Sunil K. Singh, Muskaan Chopra, Sudhakar Kumar, Francesco Colace

Proceedings of the Robotics and AI for Cybersecurity and Critical Infrastructure in Smart Cities, 2022

A Comparative Study of Generative Adversarial Networks for Text-to-Image Synthesis.

Muskaan Chopra, Sunil K. Singh, Akhil Sharma, Shabeg Singh Gill

Int. J. Softw. Sci. Comput. Intell., 2022

2021

Influence and Establishment of Smart Transport in Smart Cities.

Muskaan Chopra, Sudhakar Kumar, Uday Madan, Soumya Sharma

Proceedings of International Conference on Smart Systems and Advanced Computing, 2021

Impact and Usability of Artificial Intelligence in Manufacturing workflow to empower Industry 4.0.

Muskaan Chopra, Sunil K. Singh, Sidharth Sharma, Deepak Mahto

Proceedings of International Conference on Smart Systems and Advanced Computing, 2021

Assess and Analyze Covid-19 Immunization Process using Co-win : A Data Science Approach to make India self-reliant and safe.

Muskaan Chopra, Sunil K. Singh, Gopal Mengi, Devashish Gupta

Proceedings of International Conference on Smart Systems and Advanced Computing, 2021