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Species Distribution Modeling for Machine Learning Practitioners: A Review.

, , , , and . COMPASS, page 329-348. ACM, (2021)

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LifeCLEF 2021 Teaser: Biodiversity Identification and Prediction Challenges., , , , , , , , , and 5 other author(s). ECIR (2), volume 12657 of Lecture Notes in Computer Science, page 601-607. Springer, (2021)LifeCLEF 2022 Teaser: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction., , , , , , , , , and 9 other author(s). ECIR (2), volume 13186 of Lecture Notes in Computer Science, page 390-399. Springer, (2022)Overview of GeoLifeCLEF 2022: Predicting Species Presence from Multi-modal Remote Sensing, Bioclimatic and Pedologic Data., , , , , and . CLEF (Working Notes), volume 3180 of CEUR Workshop Proceedings, page 1940-1956. CEUR-WS.org, (2022)Teaching Computer Vision for Ecology., , , , , , , and . CoRR, (2023)Spatial Implicit Neural Representations for Global-Scale Species Mapping., , , , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 6320-6342. PMLR, (2023)Species Distribution Modeling for Machine Learning Practitioners: A Review., , , , and . COMPASS, page 329-348. ACM, (2021)Overview of LifeCLEF 2021: An Evaluation of Machine-Learning Based Species Identification and Species Distribution Prediction., , , , , , , , , and 9 other author(s). CLEF, volume 12880 of Lecture Notes in Computer Science, page 371-393. Springer, (2021)Overview of LifeCLEF 2020: A System-Oriented Evaluation of Automated Species Identification and Species Distribution Prediction., , , , , , , , , and 8 other author(s). CLEF, volume 12260 of Lecture Notes in Computer Science, page 342-363. Springer, (2020)BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration., , and . CoRR, (2023)When Does Contrastive Visual Representation Learning Work?, , , , and . CoRR, (2021)