OpenReview.net

Login

Back to ICLR

ICLR 2026 Workshop ML4RS Main Track Submissions

Loading

About OpenReview
Hosting a Venue
All Venues

Contact
Sponsors
Donate

FAQ
Terms of Use / Privacy Policy
News

About OpenReview
Hosting a Venue
All Venues
Sponsors
News

FAQ
Contact
Donate
Terms of Use
Privacy Policy

OpenReview is a long-term project to advance science through improved peer review with legal nonprofit status. We gratefully acknowledge the support of the OpenReview Sponsors. © 2026 OpenReview

EMBEDDING-ONLY UPLINK FOR ONBOARD RETRIEVAL UNDER SHIFT IN REMOTE SENSING
Sangcheol Sim
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Monitoring access to piped water and sanitation infrastructure in Africa at disaggregated scales using satellite imagery and self-supervised learning
Othmane Echchabi, Aya Lahlou, Nizar Talty, Tongshu Zheng, Ka Leung Lam
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
HOSS-Bench: Open-Set Cross-Modal Vessel Re-Identification Benchmark
Anna Khosrovyan, Hakob Tamazyan, Hrant Khachatrian
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Bridging the "Predictability Desert": A Probabilistic Bias Correction Framework for AI and Dynamical Subseasonal Forecasts
Hannah Guan, Soukayna Mouatadid, Paulo Orenstein, Judah Cohen, Zekun Ni, Haiyu Dong, Genevieve Elaine Flaspohler, Alex Xijie Lu, Jonathan A. Weyn, Lester Mackey
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main) Oral
- Readers: Everyone
Self-Supervised Pretraining for Power Generation via Dynamic Guided Masking
Ananya Shriram, Advika Srivastava, Ishita Choudhary, Ananya Das, Sarvesh Kumar
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
DiffuSAM: Diffusion Guided Zero-Shot Object Grounding for Remote Sensing Imagery
Geet Sethi, Panav Shah, Ashutosh Gandhe, Soumitra Darshan Nayak
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main) Oral
- Readers: Everyone
GeoCrossBench: Cross-Band Generalization for Remote Sensing
Hakob Tamazyan, Ani Vanyan, Alvard Barseghyan, Anna Khosrovyan, Evan Shelhamer, Hrant Khachatrian
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
FOCUS: A Noise-Aware Geospatial Learning Framework for PFAS Contamination Mapping
Jowaria Khan, Alexa Friedman, Sydney Evans, Rachel Klein, Runzi Wang, Katherine E. Manz, Kaley Beins, David Q. Andrews, Elizabeth Bondi-Kelly
- Published: 01 Mar 2026, Last Modified: 17 Apr 2026
- ML4RS @ ICLR 2026 (Main) Oral
- Readers: Everyone
Transitive Semantic Alignment in Class-Conditioned Latent Diffusion for Martian Hyperspectral Mineral Mapping
Abhiroop Chatterjee, Susmita Ghosh, Ashish Ghosh, Emmett Ientilucci
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Hedgementation = Hedgerow Segmentation: A Remote Sensing Benchmark
Nathan Senyard, Salem Hamdani, Astrid Zhang, Derek Wang, Evan Shelhamer, Mathias Lécuyer, Joséphine Gantois
- Published: 01 Mar 2026, Last Modified: 10 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Global Particulate Matter Forecasting Using Lightweight, Region-Specific Deep Learning Models
Ansh Kushwaha, Kaushik Gopalan
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Correcting Geospatial Data Displacement with Foundation Vision Models
Eduardo Lopes de Lemos, Jefersson A Dos Santos, Wesley Nunes Gonçalves
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Understanding Representation Gaps across Scales in Tropical Tree Species Classification from Drone Imagery
Sulagna Saha, Arthur Ouaknine, Etienne Laliberté, Carol Altimas, Evan M. Gora, Adriane Esquivel Muelbert, Ian R. McGregor, Cesar Gutierrez, Vanessa E. Rubio, David Rolnick
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Large Multimodal Models Enable Scalable Monitoring of Aquaculture Ponds
Anmol Kabra, Felipe Siqueira Pacheco, Brendan Hogan Rappazzo, Laura Greenstreet, Joshua Fan, Aaron M Ferber, MARTA EICHEMBERGER UMMUS, Alecsander Gomes Brito, Alexander Flecker, Carla P Gomes
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Characterizing Brazilian Atlantic Forest Restoration Outcomes with Geospatial Alpha-Earth Embeddings
Alice Heiman
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Deep Learning for Super-resolution of Sea Ice Concentration: Case Study of OSISAF Downscaler
Julia Borisova, Dmitry Morozov, Dmitry Gilemkhanov, Nikolay Nikitin
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Spectral Gaps and Spatial Priors: Studying Hyperspectral Downstream Adaptation Using TerraMind
Julia Anna Leonardi, Johannes Jakubik, Paolo Fraccaro, Maria Antonia Brovelli
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Evaluating Self-Supervised Objectives for Spectroscopic Satellite Embeddings
Manuel Ignacio Pérez-Carrasco, Core Francisco Park, Qindan Zhu, Rocco Di Tella, Zolal Ayazpour, Gonzalo González Abad, Cecilia Garraffo
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Survey Protocol Cards for Crop Maps
Akram Zaytar, Girmaw Abebe Tadesse, Caleb Robinson, Gilles HACHEME, Inbal Becker-Reshef, Rahul M Dodhia, Juan M Lavista Ferres
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main) Oral
- Readers: Everyone
GeoAI Agency Primitives
Akram Zaytar, Rohan Sawahn, Caleb Robinson, Gilles HACHEME, Girmaw Abebe Tadesse, Inbal Becker-Reshef, Rahul M Dodhia, Juan M Lavista Ferres
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Precipitation nowcasting of satellite data using physically-aligned neural networks
Antônio Catão, Melvin Poveda, Leonardo Voltarelli, Paulo Orenstein
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main) Oral
- Readers: Everyone
ACCELERATED HIGH-RESOLUTION RADIATIVE TRANSFER SIMULATION FOR CO2 CONCENTRATION ESTIMATION FROM NANOCARB MEASUREMENTS
Jordan Lontsi Tedongmo, Pablo Musé, Andres Almansa, Gabriele Facciolo
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Beyond Spatial Resolution: Comparing Sentinel-2 and PlanetScope imagery for efficient remote mapping
Murilo Henrique Souza de Oliveira, Marlon Fernandes de Souza, Fernando Kenzo Imami Fugihara, RUBENS AUGUSTO CAMARGO LAMPARELLI
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Fusion of Foundation Models for Imbalanced SAR Ship Classification
Ch Muhammad Awais, Marco Reggiannini, Davide Moroni, Oktay Karakus
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone
Spatially-Constrained Clustering of Geospatial Features for Heat Vulnerability Assessment of Favelas in Rio de Janeiro
Baptiste CLEMENCE, Thomas Hallopeau, Laurent Demagistri, Joris Guerin
- Published: 01 Mar 2026, Last Modified: 05 Apr 2026
- ML4RS @ ICLR 2026 (Main)
- Readers: Everyone

«
‹
1
2
›
»