All papers accepted for PML4DC 2021 workshop are listed below.
The recorded parts of the workshop are stored at this ICLR's virtual site for the workshop.| Title | Presentation Type | Authors | PDFs |
|---|---|---|---|
| Zero-shot spoken language understanding for English-Hindi: An easy victory against word order divergence | spotlight | Judith Gaspers (Amazon); Quynh Do (Amazon) | |
| Automated Detection of Food Water-Borne Parasites in Low Cost Smartphone Microscope Image | spotlight | Suprim Nakarmi (NAAMII); Retina Shretha (KIAS); Sanam Pudasaini (KIAS); Basant Giri (KIAS); Bishesh Khanal (NAAMII) | |
| Efficient Click-Through Rate Prediction for Developing Countries via Tabular Learning | spotlight | Joonyoung Yi (Hyperconnect); Buru Chang (Hyperconnect) | |
| Boosting Classification Accuracy of Fertile Sperm Cell Images leveraging cDCGAN | poster | Dipam Paul (Emory University ); Alankrita Tewari (KIIT University); Jiwoong Jeong (Emory University); Imon Banerjee (Emory University) | |
| Prediction of Tuberculosis using U-Net and segmentation techniques | poster | Dennis H Núñez-Fernández (Universidad Peruana Cayetano Heredia); Lamberto Ballan (University of Padova); Gabriel Jiménez Avalos (Universidad Peruana Cayetano Heredia); Jorge Coronel (Universidad Peruana Cayetano Heredia ); Patricia Sheen (Universidad Peruana Cayetano Heredia); Mirko Zimic (Universidad Peruana Cayetano Heredia)c | |
| Detection of COVID-19 Disease using Deep Neural Networks with Ultrasound Imaging | poster | Carlos Rojas-Azabache (Universidad Nacional Mayor de San Marcos); Karen Vilca-Janampa (Universidad Nacional Mayor de San Marcos ); Renzo Guerrero-Huayta (Universidad Nacional de Ingeniería); Dennis H Núñez-Fernández (Universidad Peruana Cayetano Heredia) | |
| Data-driven Weight Initialization with Sylvester Solvers | poster | Debasmit Das (Qualcomm AI Research); Yash Bhalgat (Qualcomm AI Research); Fatih Porikli (Qualcomm) | |
| Bambara Language Dataset for Sentiment Analysis | poster | Chayma Fourati (icompass) | |
| ANEA: Distant Supervision for Low-Resource Named Entity Recognition | poster | Michael A. Hedderich (Saarland University, Saarland Informatics Campus); Lukas Lange (Bosch Center for Aritificial Intelligence); Dietrich Klakow (Saarland University) | |
| Fairly Estimating Socioeconomic Status Under Costly Feature Acquisition (Poster Presentation) | poster | Ritika Brahmadesam (Ossining High School); Kush R Varshney (IBM Research) | |
| Computationally Accelerating Protein-Ligand Docking for Neglected Tropical Diseases: a case study on Drug Repurposing for Leishmaniasis | poster | Hassan Kane (MIT); Loïc Kwate Dassi (National School of Computer Science and Applied Mathematics of Grenoble); Ebenezer Nkwate (WL Research) | |
| Problem And Solution Documentation Template For Machine Learning Competitions To Enhance Explainability, Reproducibility, And Collaboration Between Stakeholders | poster | Oluwaseun Hamzat (Data Science Nigeria); Haleemah Oladosu (Data Science Nigeria) |