All papers accepted for PML4DC 2022 workshop are listed below.
While the posters will be presented via Gather.Town (we will add the link here once ready), the spotlight presentations will be streamed via ICLR's virtual site for the workshop (note that ICLR registration is required).| Title | Presentation Type | Authors | PDFs |
|---|---|---|---|
| Encoding Upper Nasal Airway Structure with U-Net for respiratory healthcare applications | spotlight | Bruno A Pazos (CENPAT - CONICET); Pablo Navarro (CENPAT - CONICET); Soledad De Azevedo (CENPAT - CONICET); Claudio Delrieux (CONICET - UNS); Rolando González-José (CENPAT - CONICET) | |
| Detecting landfills using multi-spectral satellite images and deep learning methods | spotlight | Anupama Rajkumar (SZTAKI); Andras Majdik (SZTAKI) | |
| Surrogate Ensemble Forecasting for Dynamic Climate Impact Models | spotlight | Julian Kuehnert (IBM Research); Deborah F McGlynn (Virginia Tech); Sekou L. Remy (IBM Research - Africa); Anne Jones (IBM Research); Aisha Walcott-Bryant (IBM Research - Africa) | |
| Why so Inflammatory? Explainability in Automatic Detection of Inflammatory Social Media Users | spotlight | Cuong V Nguyen (Georgia Institute of Technology); Daniel Nkemelu (Georgia Institute of Technology); Michael Best (Georgia Institute of Technology); Ankit Mehta (Georgia Institute of Technology) | |
| Barriers and opportunities to improve renal outcomes in South Africa using AI technology for pediatric ultrasound interpretation | spotlight | Lauren Erdman (Hospital for Sick Children, University of Toronto); Karen Milford (Nelson Mandela Children's Hospital); Zubrina Solomon (Nelson Mandela Children's Hospital); Mandy Rickard (Hospital for Sick Children); Armando Lorenzo (Hospital for Sick Children); Andrew Grieve (Nelson Mandela Children's Hospital); Anna Goldenberg (Hospital for Sick Children, University of Toronto) | |
| Early Crop Type Classification with Satellite Imagery - An Empirical Analysis | poster | Lukas Kondmann (German Aerospace Center); Sebastian Boeck (World Food Programme); Rogerio Bonifacio (World Food Programme ); Xiaoxiang Zhu (Technical University of Munich (TUM); German Aerospace Center (DLR)) | |
| AI-powered understanding of family planning behavioural change using the Fogg Model | poster | Wuraola Oyewusi (Data Science Nigeria); Olubayo Adekanmbi (Data Science Nigeria); Mary Salami (Data Science Nigeria); David Oden (Data Science Nigeria); Amina Mardiyyah Rufai (Data Science Nigeria); Emmanuel Akeweje (Data Science Nigeria); Dominique Meekers (Tulane University); Olaniyi Olutola (DKT International); Chidinma Onuoha (DKT International); William Sambisa (Bill & Melinda Gates Foundation); Masduk Abdulkarim (Bill & Melinda Gates Foundation) | |
| What Should I Grow Today so I Make Money Tomorrow? Supporting Small Farmers’ Crop Planning with Social, Environmental, and Market Data | poster | Aviva Prins (University of Maryland, College Park); Christine R Herlihy (University of Maryland, College Park); John P Dickerson (University of Maryland) | |
| Detecting Respiratory Insufficiency by Voice Analysis: The X Project | poster | Sandra Maria Aluísio (USP - University of São Paulo); Larissa Berti (UNESP); Augusto Camargo (USP); Arnaldo Candido Junior (Federal University of Technology - Parana); Edresson Casanova (University of São Paulo); Flaviane R. Fernandes Svartman (USP); Ricardo Corso Fernandes (UTFPR); Marcelo Finger (University of Sao Paulo); Alfredo Goldman (USP); Lucas Rafael Stefanel Gris (UTFPR); Pedro Leyton Pereira (USP); Anna Sara Shafferman Levin (USP); Marcelo Matheus Gauy (None); Marcelo Queiroz (); Beatriz Raposo de Medeiros (USP); Ester Sabino (USP); Daniel Peixoto Pinto da Silva (UTFPR) | |
| KDSTM: Neural Semi-supervised Topic Modeling with Knowledge Distillation | poster | Weijie Xu (Amazon); Xiaoyu Jiang (Amazon); Jay SERVICES Desai (AMAZON); Bin Han (University of Washington); Fuqin Yan (Amazon); Francis Iannacci (Amazon) | |
| From MICCAI to AFRICAI: African Network for Artificial Intelligence in Biomedical Imaging | poster | Karim Lekadir; Celia Cintas; Noussair Lazrak; Jihad Zahir; Tinashe Mutsvangwa; Mohammed El Hassouni; Mustafa Elattar; Islem Rekik; Madete June; Julia Schnabel; Yunusa Garba Mohammed | |
| Few-Shot Filtering for the Detection of Specialized Change in Remote Sensing | poster | Martin Hermann (Technical University of Munich); Sudipan Saha (Technical University of Munich); Xiaoxiang Zhu (Technical University of Munich) | |
| CHALLENGES OF INFERRING HIGH-RESOLUTION POVERTY MAPS WITH MULTIMODAL DATA | poster | Lisette E Espín Noboa (CEU & CSH); Janos Kertesz (CEU & CSH); Marton Karsai (CEU & RIM) | |
| Frontiers in Diabetic Retinopathy Screening: Development of a Retinal Image Processing Pipeline | poster | Christabel J Sitienei (Massachusetts Intitute of Technology) | |
| Attention-Free Keyword Spotting | poster | Mashrur M Morshed (Islamic University of Technology); Ahmad Omar Ahsan (Islamic University of Technology) |