Pytorch-wildlife: A collaborative deep learning framework for conservation

A Hernandez, Z Miao, L Vargas, S Beery… - arxiv preprint arxiv …, 2024 - arxiv.org
The alarming decline in global biodiversity, driven by various factors, underscores the urgent
need for large-scale wildlife monitoring. In response, scientists have turned to automated …

Addressing class imbalance in remote sensing using deep learning approaches: a systematic literature review

S Sharma, A Gosain - Evolutionary Intelligence, 2025 - Springer
Class imbalance is one of the major issues for the application of deep learning for remote
sensing imagery. High-resolution remote sensing image sample sets are prone to cause the …

[HTML][HTML] Aerial Imagery Redefined: Next-Generation Approach to Object Classification

E Dahan, I Aviv, T Diskin - Information, 2025 - mdpi.com
Identifying and classifying objects in aerial images are two significant and complex issues in
computer vision. The fine-grained classification of objects in overhead images has become …

New frontiers in AI for biodiversity research and conservation with multimodal language models

Z Miao, Y Zhang, Z Fabian, AH Celis, S Beery, C Li… - 2024 - ecoevorxiv.org
The integration of Artificial Intelligence (AI) into biodiversity research and conservation is
growing rapidly, demonstrating great potential in reducing the intensive human labor …

Modeling semantic correlation and hierarchy for real-world wildlife recognition

DJ Kim, Z Miao, Y Guo, XY Stella - IEEE Signal Processing …, 2023 - ieeexplore.ieee.org
We explore the challenges of human-in-the-loop frameworks to label wildlife recognition
datasets with a neural network. In wildlife imagery, the main challenges for a model to assist …

Multi-modal Language Models in Bioacoustics with Zero-shot Transfer: A Case Study

Z Miao, B Elizalde, S Deshmukh, J Kitzes, H Wang… - 2024 - researchsquare.com
Automatically detecting sound events with Artificial Intelligence (AI) has become increasingly
popular in the field of bioacoustics, particularly for wildlife monitoring and conservation …

[PDF][PDF] CORPUS DE SYNTHÈSE BIBLIOGRAPHIQUE

P CANNESSON¹, B FELTER¹, O SCHER… - researchgate.net
Résumé L'utilisation du drone dans le domaine de l'expertise écologique, et notamment en
biologie de la conservation a pris son essor au début des années 2010 et s' inscrit …