Wesley Monteith-Finas

MIAM: Modality Imbalance-Aware Masking for Multimodal Ecological Applications

Multimodal learning is crucial for ecological applications, which rely on heterogeneous data sources (e.g., satellite imagery, environmental time series, tabular predictors, bioacoustics) but often suffer from incomplete data across and within modalities (e.g., unavailable satellite image due to clo…