Cover Image

MaskSDM with Shapley values to improve flexibility, robustness, and explainability in species distribution modeling

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zbinden, Robin, van Tiel, Nina, Sumbul, Gencer, Vanalli, Chiara, Kellenberger, Benjamin, Tuia, Devis
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MaskSDM with Shapley values to improve flexibility, robustness and explainability in species distribution modelling
by: Robin Zbinden, et al.
Published: (2025)

Migrating in a Warming World: A Deep Learning Approach to Predict Pan‐American Seasonal Shifts in the Monarch Butterfly Niche
by: Chiara Vanalli, et al.
Published: (2026)

On the selection and effectiveness of pseudo-absences for species distribution modeling with deep learning
by: Zbinden, Robin, et al.
Published: (2024)

Multi-Scale and Multimodal Species Distribution Modeling
by: van Tiel, Nina, et al.
Published: (2024)

A Geolocation-Aware Multimodal Approach for Ecological Prediction
by: Zermatten, Valerie, et al.
Published: (2026)

Imbalance-aware Presence-only Loss Function for Species Distribution Modeling
by: Zbinden, Robin, et al.
Published: (2024)

SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images
by: Sumbul, Gencer, et al.
Published: (2025)

POLO -- Point-based, multi-class animal detection
by: May, Giacomo, et al.
Published: (2024)

MammAlps: A multi-view video behavior monitoring dataset of wild mammals in the Swiss Alps
by: Gabeff, Valentin, et al.
Published: (2025)

Geographic Location Encoding with Spherical Harmonics and Sinusoidal Representation Networks
by: Rußwurm, Marc, et al.
Published: (2023)

CISO : Species distribution modelling Conditioned on Incomplete Species Observations
by: Hager Radi Abdelwahed, et al.
Published: (2026)

Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing
by: Hackstein, Jakob, et al.
Published: (2024)

CISO: Species Distribution Modeling Conditioned on Incomplete Species Observations
by: Abdelwahed, Hager Radi, et al.
Published: (2025)

Federated Learning Across Decentralized and Unshared Archives for Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2023)

A Multi-Modal Federated Learning Framework for Remote Sensing Image Classification
by: Büyüktaş, Barış, et al.
Published: (2025)

Checkmate: interpretable and explainable RSVQA is the endgame
by: Tosato, Lucrezia, et al.
Published: (2025)

Retrieval of Surface Solar Radiation through Implicit Albedo Recovery from Temporal Context
by: Frischholz, Yael, et al.
Published: (2025)

Cross-Modal Learning of Housing Quality in Amsterdam
by: Levering, Alex, et al.
Published: (2024)

Redundancy-Aware Pretraining of Vision-Language Foundation Models in Remote Sensing
by: Adler, Mathis Jürgen, et al.
Published: (2025)

Spatially nested species distribution models (N‐ SDM ): An effective tool to overcome niche truncation for more robust inference and projections
by: Antoine Guisan, et al.
Published: (2025)

On the Quantum Nature of Action and Phase
by: van Tiel, Ronald
Published: (2025)

On the Quantum Nature of Action and Phase
by: van Tiel, Ronald
Published: (2025)

From Classification to Segmentation with Explainable AI: A Study on Crack Detection and Growth Monitoring
by: Forest, Florent, et al.
Published: (2023)

Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation
by: Porta, Hugo, et al.
Published: (2024)

Annotation Cost-Efficient Active Learning for Deep Metric Learning Driven Remote Sensing Image Retrieval
by: Hoxha, Genc, et al.
Published: (2024)

A simple method for non-linear analysis of steel fiber reinforced concrete
by: Leandro Vanalli
Published: (2010)

Multilingual Vision-Language Pre-training for the Remote Sensing Domain
by: Silva, João Daniel, et al.
Published: (2024)

Knowledge-aware Visual Question Generation for Remote Sensing Images
by: Li, Siran, et al.
Published: (2026)

Questions beyond Pixels: Integrating Commonsense Knowledge in Visual Question Generation for Remote Sensing
by: Li, Siran, et al.
Published: (2026)

An Efficient and Effective Encoder Model for Vision and Language Tasks in the Remote Sensing Domain
by: Silva, João Daniel, et al.
Published: (2025)

Scalable semantic 3D mapping of coral reefs with deep learning
by: Jonathan Sauder, et al.
Published: (2024)

TRUST: Leveraging Text Robustness for Unsupervised Domain Adaptation
by: Litrico, Mattia, et al.
Published: (2025)

Large Language Models for Captioning and Retrieving Remote Sensing Images
by: Silva, João Daniel, et al.
Published: (2024)

High-resolution Population Maps Derived from Sentinel-1 and Sentinel-2
by: Metzger, Nando, et al.
Published: (2023)

Knowledge-aware Text-Image Retrieval for Remote Sensing Images
by: Mi, Li, et al.
Published: (2024)

How important are the genes to explain the outcome - the asymmetric Shapley value as an honest importance metric for high-dimensional features
by: van de Wiel, Mark A., et al.
Published: (2026)

What to align in multimodal contrastive learning?
by: Dufumier, Benoit, et al.
Published: (2024)

CanadaFireSat: Toward high-resolution wildfire forecasting with multiple modalities
by: Porta, Hugo, et al.
Published: (2025)

GeoExplorer: Active Geo-localization with Curiosity-Driven Exploration
by: Mi, Li, et al.
Published: (2025)

Observation-driven correction of numerical weather prediction for marine winds
by: Peduto, Matteo, et al.
Published: (2025)