Publications

866 results for Foundation Models

Contextualizing Single-Cell Analyses: An AI Pipeline for Evidence Search from Literature and Gene Databases
- - Joao Bettencourt-Silva
  - Natasha Mulligan
  - et al.
- 2024
- ISMB 2024
Poster
Effect of dataset partitioning strategies for evaluating out-of-distribution generalisation for predictive models in biochemistry
- - Raúl Fernández Díaz
  - Lam Thanh Hoang
  - et al.
- 2024
- ISMB 2024
Poster
AutoPeptideML: A study on how to build more trustworthy peptide bioactivity predictors
- - Raúl Fernández Díaz
  - Rodrigo Cossio-pérez
  - et al.
- 2024
- ISMB 2024
Poster
Improving Health-Status Classification for Epithelial Cells of Inflammatory Bowel Disease using a Transcriptomic Biomedical Foundation Model
- - Toshiya Iwamori
  - Vibha Anand
  - et al.
- 2024
- ISMB 2024
Poster
Identifying Putative Gene Markers: A Biomedical Foundation Model-based Approach for Cell Type Annotation
- - Uri Kartoun
  - Akira Koseki
  - et al.
- 2024
- ISMB 2024
Poster
Directed Graph Transformers
- - Qitong Wang
  - Georgios Kollias
  - et al.
- 2024
- TMLR
Paper
Geospatial Sampling by Maximizing Information Entropy
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- IGARSS 2024
Conference paper
TOWARDS EFFICIENT SATELLITE DATA REPRESENTATION LEARNING WITH CONSISTENCY LOSS
- - Naomi Simumba
  - Daiki Kimura
  - et al.
- 2024
- IGARSS 2024
Conference paper
GEOSPATIAL FOUNDATIONAL MODEL FOR CANOPY HEIGHT ESTIMATES ACROSS KENYA’S ECOREGIONS
- - Ademir Ferreira Da Silva
  - Maciel Zortea
  - et al.
- 2024
- IGARSS 2024
Conference paper
Securing AI Inference in the Cloud: Is CPU-GPU Confidential Computing Ready ?
- - Apoorve Mohan
  - Mengmei Ye
  - et al.
- 2024
- CLOUD 2024
Conference paper