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Switzerland

Gencer Sumbul

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@gsumbul

Scientist @EPFL | PhD in Computer Science, working on foundation models for multi-sensor Earth observation data with language semantics

people.epfl.ch/gencer.sumbul

SMARTIES. SMARTIES: Spectrum-Aware Multi-Sensor Auto-Encoder for Remote Sensing Images (ICCV 2025)

25

sumbul_binary. Dilation and erosion morphological operations implementation

3

GRID. Generative Reasoning Integrated Label Noise Robust Deep Image Representation Learning

2

Sumbul_NMF. Non-negative Matrix Factorization Implementation

2

GibbsSamplerForVolatility. Bayesian Analysis of Stochastic Volatility Model and Estimating Volatility with Gibbs Sampler

1

GDAL_scripts. Python scripts benefiting GDAL (Geospatial Data Abstraction Library) python library for general needs in remote sensing research

1