Publications

1576 results for Machine Learning

On Robustness-Accuracy Characterization of Language Models using Synthetic Datasets
- - Ching-yun Ko
  - Pin-Yu Chen
  - et al.
- 2024
- COLM 2024
Towards Continual Federated Learning of Monocular Depth for Autonomous Vehicles
- - Elton Figueiredo de Souza Soares
  - Carlos Alberto Viera Campos
- 2024
- VTC Fall 2024
Impact of Skin Tone Diversity on Out-of-Distribution Detection Methods in Dermatology
- - Assala Benmalek
  - Celia Cintas
  - et al.
- 2024
- MICCAI 2024
AI Age Discrepancy: A Novel Parameter for Frailty Assessment in Kidney Tumor Patients
- - Rikhil Seshadri
  - Jayant Siva
  - et al.
- 2024
- MICCAI 2024
Geo-UNet: A Geometrically Constrained Neural Framework for Clinical-Grade Lumen Segmentation in Intravascular Ultrasound
- - Yiming Chen
  - Niharika DSouza
  - et al.
- 2024
- MICCAI 2024
Leveraging Bayesian Optimization to Enhance Self-Supervised Federated Learning of Monocular Depth Estimators
- - Elton Figueiredo de Souza Soares
  - Emilio Ashton Vital Brazil
  - et al.
- 2024
- ITSC 2024
AI-accelerated Nazca survey nearly doubles the number of known figurative geoglyphs and sheds light on their purpose
- - Masato Sakai
  - Akihisa Sakurai
  - et al.
- 2024
- PNAS
AutoPeptideML: a study on how to build more trustworthy peptide bioactivity predictors
- - Raul Fernandez-Dıaz
  - Rodrigo Cossio-Perez
  - et al.
- 2024
- Bioinformatics
WannaLaugh: A Configurable Ransomware Emulator
- - Dionysios Diamantopoulos
  - Roman Pletka
  - et al.
- 2024
- SYSTOR 2024
Leveraging Foundational AI Models for Polymer Design
- - Nathaniel Park
  - Tim Erdmann
  - et al.
- 2024
- Polycondensation 2024