Mikolaj Czerkawski

34 papers C 2Journal 28Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
COP-GEN: Latent Diffusion Transformer for Copernicus Earth Observation Data - Generation Stochastic by Design.
CoRR
Miguel Espinosa, Eva Gmelich Meijling, Valerio Marsocci, Elliot J. Crowley, Mikolaj Czerkawski
2026 J jnl
EarthEmbeddingExplorer: A Web Application for Cross-Modal Retrieval of Global Satellite Images.
CoRR
Yijie Zheng, Weijie Wu, Bingyue Wu, Long Zhao, Guoqing Li, Mikolaj Czerkawski, Konstantin Klemmer
2026 J jnl
HeatMat: Simulation of City Material Impact on Urban Heat Island Effect.
CoRR
Marie Reinbigler, Romain Rouffet, Peter Naylor, Mikolaj Czerkawski, Nikolaos Dionelis, Elisabeth Brunet, Catalin I. Fetita, Rosalie Martin
2025 — conf
COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails.
CVPR Workshops
Miguel Espinosa, Valerio Marsocci, Yuru Jia, Elliot Crowley, Mikolaj Czerkawski
2025 J jnl
COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails.
CoRR
Miguel Espinosa, Valerio Marsocci, Yuru Jia, Elliot J. Crowley, Mikolaj Czerkawski
2025 — conf
MESA: Text-Driven Terrain Generation Using Latent Diffusion and Global Copernicus Data.
CVPR Workshops
Paul Borne-Pons, Mikolaj Czerkawski, Rosalie Martin, Romain Rouffet
2025 J jnl
MESA: Text-Driven Terrain Generation Using Latent Diffusion and Global Copernicus Data.
CoRR
Paul Borne-Pons, Mikolaj Czerkawski, Rosalie Martin, Romain Rouffet
2025 — ed.
Proceedings of The TerraBytes {ICML} Workshop: Towards global datasets and models for Earth Observation, 19 July 2025, Vancouver, BC, Canada
TerraBytes
Nicolas Audebert, Hossein Azizpour, Valentin Barrière, Javiera Castillo Navarro, Mikolaj Czerkawski, Heng Fang, Alistair Francis, Valerio Marsocci, Andrea Nascetti, Ritu Yadav
2025 — conf
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data.
CVPR Workshops
Benedikt Blumenstiel, Paolo Fraccaro, Valerio Marsocci, Johannes Jakubik, Stefano Maurogiovanni, Mikolaj Czerkawski, Rocco Sedona, Gabriele Cavallaro, Thomas Brunschwiler, Juan Bernabé-Moreno, Nicolas Longépé
2025 J jnl
TerraMesh: A Planetary Mosaic of Multimodal Earth Observation Data.
CoRR
Benedikt Blumenstiel, Paolo Fraccaro, Valerio Marsocci, Johannes Jakubik, Stefano Maurogiovanni, Mikolaj Czerkawski, Rocco Sedona, Gabriele Cavallaro, Thomas Brunschwiler, Juan Bernabé-Moreno, Nicolas Longépé
2024 J jnl
A Novel Micro-Doppler Coherence Loss for Deep Learning Radar Applications.
CoRR
Mikolaj Czerkawski, Christos V. Ilioudis, Carmine Clemente, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
2024 J jnl
Exploring the Capability of Text-to-Image Diffusion Models With Structural Edge Guidance for Multispectral Satellite Image Inpainting.
IEEE Geosci. Remote. Sens. Lett.
Mikolaj Czerkawski, Christos Tachtatzis
2024 J jnl
Global and Dense Embeddings of Earth: Major TOM Floating in the Latent Space.
CoRR
Mikolaj Czerkawski, Marcin Kluczek, Jedrzej S. Bojanowski
2024 J jnl
IceCloudNet: 3D reconstruction of cloud ice from Meteosat SEVIRI.
CoRR
Kai Jeggle, Mikolaj Czerkawski, Federico Serva, Bertrand Le Saux, David Neubauer, Ulrike Lohmann
2024 J jnl
Interference Motion Removal for Doppler Radar Vital Sign Detection Using Variational Encoder-Decoder Neural Network.
CoRR
Mikolaj Czerkawski, Christos V. Ilioudis, Carmine Clemente, W. Craig Michie, Ivan Andonovic, Christos Tachtatzis
2024 C conf
Major TOM: Expandable Datasets for Earth Observation.
IGARSS
Alistair Francis, Mikolaj Czerkawski
2024 J jnl
Major TOM: Expandable Datasets for Earth Observation.
CoRR
Alistair Francis, Mikolaj Czerkawski
2024 J jnl
Multi-Modal Convolutional Parameterisation Network for Guided Image Inverse Problems.
J. Imaging
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Javier Cardona, Christos Tachtatzis
2024 J jnl
Neural Knitworks: Patched neural implicit representation networks.
Pattern Recognit.
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
2024 J jnl
On Input Formats for Radar Micro-Doppler Signature Processing by Convolutional Neural Networks.
CoRR
Mikolaj Czerkawski, Carmine Clemente, W. Craig Michie, Christos Tachtatzis
2024 J jnl
Robustness of Deep Neural Networks for Micro-Doppler Radar Classification.
CoRR
Mikolaj Czerkawski, Carmine Clemente, W. Craig Michie, Christos Tachtatzis
2023 C conf
Detecting Cloud Presence In Satellite Images Using The RGB-based Clip Vision-Language Model.
IGARSS
Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis
2023 J jnl
Detecting Cloud Presence in Satellite Images Using the RGB-based CLIP Vision-Language Model.
CoRR
Mikolaj Czerkawski, Robert C. Atkinson, Christos Tachtatzis
2023 J jnl
Diffusion Models for Earth Observation Use-cases: from cloud removal to urban change detection.
CoRR
Fulvio Sanguigni, Mikolaj Czerkawski, Lorenzo Papa, Irene Amerini, Bertrand Le Saux
2023 J jnl
Exploring the Capability of Text-to-Image Diffusion Models with Structural Edge Guidance for Multi-Spectral Satellite Image Inpainting.
CoRR
Mikolaj Czerkawski, Christos Tachtatzis
2023 J jnl
From LAION-5B to LAION-EO: Filtering Billions of Images Using Anchor Datasets for Satellite Image Extraction.
CoRR
Mikolaj Czerkawski, Alistair Francis
2023 J jnl
IceCloudNet: Cirrus and mixed-phase cloud prediction from SEVIRI input learned from sparse supervision.
CoRR
Kai Jeggle, Mikolaj Czerkawski, Federico Serva, Bertrand Le Saux, David Neubauer, Ulrike Lohmann
2023 J jnl
SatelliteCloudGenerator: Controllable Cloud and Shadow Synthesis for Multi-Spectral Optical Satellite Images.
Remote. Sens.
Mikolaj Czerkawski, Robert C. Atkinson, W. Craig Michie, Christos Tachtatzis
2022 J jnl
A Flexible Multi-Temporal and Multi-Modal Framework for Sentinel-1 and Sentinel-2 Analysis Ready Data.
Remote. Sens.
Priti Upadhyay, Mikolaj Czerkawski, Christopher Davison, Javier Cardona, Malcolm Macdonald, Ivan Andonovic, W. Craig Michie, Robert C. Atkinson, Nikela Papadopoulou, Konstantinos Nikas, Christos Tachtatzis
2022 J jnl
Behavioural Classification of Cattle Using Neck-Mounted Accelerometer-Equipped Collars.
Sensors
Dejan Pavlovic, Mikolaj Czerkawski, Christopher Davison, Oskar Marko, W. Craig Michie, Robert C. Atkinson, Vladimir S. Crnojevic, Ivan Andonovic, Vladimir Rajovic, Goran S. Kvascev, Christos Tachtatzis
2022 J jnl
Correction: Czerkawski et al. Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery. Remote Sens. 2022, 14, 1342.
Remote. Sens.
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Astrid Werkmeister, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Christos Tachtatzis
2022 J jnl
Deep Internal Learning for Inpainting of Cloud-Affected Regions in Satellite Imagery.
Remote. Sens.
Mikolaj Czerkawski, Priti Upadhyay, Christopher Davison, Astrid Werkmeister, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Malcolm Macdonald, Christos Tachtatzis
2021 J jnl
Neural Knitworks: Patched Neural Implicit Representation Networks.
CoRR
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis
2021 J jnl
Neural Weight Step Video Compression.
CoRR
Mikolaj Czerkawski, Javier Cardona, Robert C. Atkinson, W. Craig Michie, Ivan Andonovic, Carmine Clemente, Christos Tachtatzis