Cover Image

GeoJEPA: Towards Eliminating Augmentation- and Sampling Bias in Multimodal Geospatial Learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lundqvist, Theodor, Delvret, Ludvig
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Databases 68T05 (Primary) 62H30, 68U10 (Secondary) I.2.6; I.5.1; H.2.8; I.4.9
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Classifier Calibration at Scale: An Empirical Study of Model-Agnostic Post-Hoc Methods
by: Manokhin, Valery, et al.
Published: (2026)

Adaptive Negative Scheduling for Graph Contrastive Learning
by: Ali, Adnan, et al.
Published: (2026)

The Impact of Data Characteristics on GNN Evaluation for Detecting Fake News
by: Karn, Isha, et al.
Published: (2025)

Recent Advances in Data-Driven Business Process Management
by: Ackermann, Lars, et al.
Published: (2024)

Dense Video Understanding with Gated Residual Tokenization
by: Zhang, Haichao, et al.
Published: (2025)

Mitigating Catastrophic Forgetting in Streaming Generative and Predictive Learning via Stateful Replay
by: Du, Wenzhang
Published: (2025)

Predicting Traffic Accident Severity with Deep Neural Networks
by: Bibb, Meghan, et al.
Published: (2025)

Can Agentic AI Match the Performance of Human Data Scientists?
by: Luo, An, et al.
Published: (2025)

AgentDS Technical Report: Benchmarking the Future of Human-AI Collaboration in Domain-Specific Data Science
by: Luo, An, et al.
Published: (2026)

Ice Cream Doesn't Cause Drowning: Benchmarking LLMs Against Statistical Pitfalls in Causal Inference
by: Du, Jin, et al.
Published: (2025)

LUCAS-MEGA: A Large-Scale Multimodal Dataset for Representation Learning in Soil-Environment Systems
by: Leng, Kuangdai, et al.
Published: (2026)

LinkedOut: Linking World Knowledge Representation Out of Video LLM for Next-Generation Video Recommendation
by: Zhang, Haichao, et al.
Published: (2025)

MRMS-Net and LMRMS-Net: Scalable Multi-Representation Multi-Scale Networks for Time Series Classification
by: Alagöz, Celal, et al.
Published: (2026)

WSCIF: A Weakly-Supervised Color Intelligence Framework for Tactical Anomaly Detection in Surveillance Keyframes
by: Meng, Wei
Published: (2025)

AMBIT: Augmenting Mobility Baselines with Interpretable Trees
by: Wang, Qizhi
Published: (2025)

Emerging-properties Mapping Using Spatial Embedding Statistics: EMUSES
by: Foulon, Chris, et al.
Published: (2024)

AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
by: Luo, An, et al.
Published: (2025)

Structured Radial Basis Function Network: Modelling Diversity for Multiple Hypotheses Prediction
by: Dominguez, Alejandro Rodriguez, et al.
Published: (2023)

Enhancing Diversity in Multi-objective Feature Selection
by: Miyandoab, Sevil Zanjani, et al.
Published: (2024)

Semantic-Constrained Federated Aggregation: Convergence Theory and Privacy-Utility Bounds for Knowledge-Enhanced Distributed Learning
by: Arafat, Jahidul
Published: (2025)

Enhancing Classification with Semi-Supervised Deep Learning Using Distance-Based Sample Weights
by: Abedinia, Aydin, et al.
Published: (2025)

Community-Based Model Sharing and Generalisation: Anomaly Detection in IoT Temperature Sensor Networks
by: Hammad, Sahibzada Saadoon, et al.
Published: (2026)

iLTM: Integrated Large Tabular Model
by: Bonet, David, et al.
Published: (2025)

Enhanced Single-Cell RNA-seq Embedding through Gene Expression and Data-Driven Gene-Gene Interaction Integration
by: Goudarzi, Hojjat Torabi, et al.
Published: (2025)

CellARC: Measuring Intelligence with Cellular Automata
by: Lžičař, Miroslav
Published: (2025)

Vis-CoT: A Human-in-the-Loop Framework for Interactive Visualization and Intervention in LLM Chain-of-Thought Reasoning
by: Pather, Kaviraj, et al.
Published: (2025)

Compressive Meta-Learning
by: Montserrat, Daniel Mas, et al.
Published: (2025)

Symphonym: Universal Phonetic Embeddings for Cross-Script Name Matching
by: Gadd, Stephen
Published: (2026)

A Practical Synthesis of Detecting AI-Generated Textual, Visual, and Audio Content
by: Cao, Lele
Published: (2025)

RCProb: Probabilistic Rule Extraction for Efficient Simplification of Tree Ensembles
by: Obregon, Josue
Published: (2026)

Toward precision soil health: A regional framework for site-specific management across Missouri
by: Shah, Dipal, et al.
Published: (2025)

Measuring Similarity in Causal Graphs: A Framework for Semantic and Structural Analysis
by: Liu, Ning-Yuan Georgia, et al.
Published: (2025)

TerraSeg: Self-Supervised Ground Segmentation for Any LiDAR
by: Lentsch, Ted, et al.
Published: (2026)

UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes
by: Lentsch, Ted, et al.
Published: (2024)

Adaptive Machine Learning for Resource-Constrained Environments
by: Ordóñez, Sebastián A. Cajas, et al.
Published: (2025)

Augmented Functional Random Forests: Classifier Construction and Unbiased Functional Principal Components Importance through Ad-Hoc Conditional Permutations
by: Maturo, Fabrizio, et al.
Published: (2024)

Intra-tree Column Subsampling Hinders XGBoost Learning of Ratio-like Interactions
by: Pinchuk, Mykola
Published: (2026)

Uniqueness ratio as a predictor of a privacy leakage
by: AlKhashti, Danah A. AlSalem
Published: (2025)

Learning from Preferences and Mixed Demonstrations in General Settings
by: Brown, Jason R, et al.
Published: (2025)

A Standardized Benchmark for Multilabel Antimicrobial Peptide Classification
by: Ojeda, Sebastian, et al.
Published: (2025)