Generative Adversarial Networks for Content-based Retrieval of Multispectral Images, TU Berlin, 2019.
Chen, Xuelei

Deep Active Learning for Object Detection, TU Berlin, 2019.
Möller, Peter

Deep Captioning for Analysis of Remote Sensing Images in Large Archives, TU Berlinss, 2019.
Nayak, Sonali

Deep Generative Models for Nonlinear Inverse Problems and Phase Retrieval, TU Berlin, 2019.
Reiche, Martin

Analysis of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification, TU Berlin, 2020.
Yessou, Hichame

An End-to-End Framework for Processing and Analysis of Big Data in Earth Observation, TU Berlin, 2020.
Bahr, Viktor Florian

Deep Multi-Modal Hashing for Content-based Retrieval of Sentinel Images, TU Berlin, 2020.
Bank, Hasan

Explaining and Interpreting CNNs for Classification of High Dimensional Satellite Images, TU Berlin, 2021.
Chowdhury, Ananya Bhanja

Large-Scale Contrastive Representation Learning for Content-based Remote Sensing Image Retrieval, TU Berlin, 2021.
Clasen, Kai Norman

Semi-supervised Learning for Remote Sensing Image Retrieval based on Graph CNNs, TU Berlin, 2021.
Feng, Xiaoxin

Deep Learning based Image Compression and Hashing in Large-Scale Remote Sensing Archives, TU Berlin, 2021.
Xiang, Jun

Sample-based Hardness Scores in Deep Learning Curricula: A new Perspective on Learning with Noisy Labels, TU Berlin, 2022.
Burgert, Tom

Domain Adaptation for Tree Species Classification Using Remote Sensing Image, TU Berlin, 2022.
Ha Minh, Thieu

Transformer-based Lightweight Visual Question Answering for Earth Observation, TU Berlin, 2022.
Hackel, Leonard Wayne

Multi-Modal Vision Transformers for Multi-Label Remote Sensing Image Classification, TU Berlin, 2022.
Hoffmann, David Sebastian

The Effects of Time Series Data Augmentation in Domain Generalization for Crop Type Mapping, TU Berlin, 2022.
Happel, David

Physics-based Deep Learning for Precipitation Forecasting, TU Berlin, 2022.
Moran, Stephen

Graph Data Augmentation in Remote Sensing Image Classification, TU Berlin, 2023.
Schwarz, Kim

Multi-Scale Search and Retrieval for Large-Scale Remote Sensing Imagery, TU Berlin, 2023.
Skowronek, Hanno

Learning-Based Hyperspectral Image Compression Using A Spatio-Spectral Approach, TU Berlin, 2023.
Sprengel, Niklas

Self-Supervised Hashing for Cross-Modal Content-Based Time Series Image Retrieval, TU Berlin, 2023.
Angyal, Oliver

Multi-Modal Vision Transformers for Crop Mapping from Satellite Image Time Series, TU Berlin, 2024.
Follath, Theresa

Super-Resolution of Multispectral Multiresolution Images by Generative Adversarial Networks, TU Berlin, 2019.
Zhang, Kexin

Collaborative Learning Models for Classification of Remote Sensing Images with Noisy Labels, TU Berlin, 2020.
Aksoy, Ahmet Kerem

Image Search and Retrieval from Remote Sensing Archives based on Similarity Ranking Functions, TU Berlin, 2020.
Wagner, Matthias Jost

Compression of Remote Sensing Images based on Generative Adversarial Networks, TU Berlin, 2022.
Korytova, Alisa