biodiversity monitoring 1camera trap imagery 1hierarchical deep learning 1imbalanced data 1insect classification 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.SD2026
Uncertainty-Aware Crossmodal Fusion for Classification of Animal Behavior
Ehsan Yaghoubi, Florian Haselbeck
Artificial intelligence offers substantial potential for acoustic monitoring of animals, from welfare assessment in precision livestock farming to wildlife conservation and ecologi…
cs.CV2026
Deep learning-based hierarchical insect classification using camera trap imagery
Zaki Mahfoud, Juan A. Chiavassa, Simon Walther +2
The paper presents a deep learning model that classifies insects from camera‑trap images using a five‑level hierarchical taxonomy, achieving 80–99% accuracy per level on a curated…
cs.LG2026
FETS Benchmark: Foundation Models Enable Scalable and Generalizable Energy Time Series Forecasting
Marco Obermeier, Marco Pruckner, Florian Haselbeck +1
Driven by the transition towards a climate-neutral energy system, accurate energy time series forecasting is critical for planning and operations. Yet, it remains a dataset-specifi…