Diego Marcos

Assistant Professor, INRIA

Joined

February 2019

Names

Diego Marcos

Emails

****@wur.nl (Confirmed)

****@gmail.com (Confirmed)

****@inria.fr (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Assistant Professor

INRIA (inria.fr)

2022 – Present

Postdoc

Wageningen University (wur.nl)

2019 – 2022

PhD student

University of Zurich (geo.uzh.ch)

2015 – 2019

Advisors, Relations & Conflicts

PhD Advisor

Devis Tuia

Present

Coworker

Dino Ienco

2022 – Present

Coauthor

Zeynep Akata

2020 – 2022

Expertise

AI for biodiversity

Present

Explainable AI

Present

Remote Sensing

2015 – Present

Explainability in CNNs

2019 – 2020

Rotation equivariance in CNNs

2016 – 2018

Publications

BloomBench: A Multi-Species Benchmark for Evaluating the Generalization of Fruit Tree Phenology Models
Ron van Bree, Diego Marcos, Ioannis N. Athanasiadis
- AgriAI 2026 Oral
- Readers: Everyone
Two-Stage Vision Transformers and Hard Masking offer Robust Object Representations
Ananthu Aniraj, Cassio Fraga Dantas, Dino Ienco, Diego Marcos
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GeoPlant: Spatial Plant Species Prediction Dataset
Lukas Picek, Christophe Botella, Maximilien Servajean, César Leblanc, Rémi Palard, Theo Larcher, Benjamin Deneu, Diego Marcos, Pierre Bonnet, Alexis Joly
- NeurIPS 2024 Track Datasets and Benchmarks Spotlight
- Readers: Everyone
Coarse-to-Fine Concept Bottleneck Models
Konstantinos P. Panousis, Dino Ienco, Diego Marcos
- NeurIPS 2024 poster
- Readers: Everyone
Hierarchical Concept Discovery Models: A Concept Pyramid Scheme
Konstantinos P. Panousis, Dino Ienco, Diego Marcos
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Abstracting Sketches through Simple Primitives
Stephan Alaniz, Massimiliano Mancini, Anjan Dutta, Diego Marcos, Zeynep Akata
- 15 Sept 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
Attribute Prediction as Multiple Instance Learning
Diego Marcos, Aike Potze, Wenjia Xu, Devis Tuia, Zeynep Akata
- Accepted by TMLR
- Readers: Everyone
Learning Decision Trees Recurrently Through Communication
Stephan Alaniz, Diego Marcos, Bernt Schiele, Zeynep Akata
- 05 Oct 2021
- OpenReview Archive Direct Upload
- Readers: Everyone
When a Few Clicks Make All the Difference: Improving Weakly-Supervised Wildlife Detection in UAV Images.
Benjamin Kellenberger, Diego Marcos, Devis Tuia
- 2019 (modified: 10 Nov 2022)
- CVPR Workshops2019
- Readers: Everyone
Learning Deep Structured Active Contours End-to-End
Diego Marcos, Devis Tuia, Benjamin Kellenberger, Lisa Zhang, Min Bai, Renjie Liao, Raquel Urtasun
- 2018 (modified: 10 Nov 2022)
- CVPR 2018
- Readers: Everyone

View all 12 publications

Co-Authors

View all 31 co-authors