Picture for Conrad M Albrecht

Conrad M Albrecht

Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining

Add code
May 30, 2024
Figure 1 for Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining
Figure 2 for Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining
Figure 3 for Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining
Figure 4 for Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining
Viaarxiv icon

AutoLCZ: Towards Automatized Local Climate Zone Mapping from Rule-Based Remote Sensing

Add code
May 22, 2024
Viaarxiv icon

Climatic & Anthropogenic Hazards to the Nasca World Heritage: Application of Remote Sensing, AI, and Flood Modelling

Add code
May 20, 2024
Viaarxiv icon

AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation

Add code
Mar 03, 2024
Figure 1 for AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
Figure 2 for AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
Figure 3 for AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
Figure 4 for AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation
Viaarxiv icon

Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing

Add code
Oct 28, 2023
Figure 1 for Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing
Figure 2 for Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing
Figure 3 for Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing
Figure 4 for Feature Guided Masked Autoencoder for Self-supervised Learning in Remote Sensing
Viaarxiv icon

DeCUR: decoupling common & unique representations for multimodal self-supervision

Add code
Sep 15, 2023
Figure 1 for DeCUR: decoupling common & unique representations for multimodal self-supervision
Figure 2 for DeCUR: decoupling common & unique representations for multimodal self-supervision
Figure 3 for DeCUR: decoupling common & unique representations for multimodal self-supervision
Figure 4 for DeCUR: decoupling common & unique representations for multimodal self-supervision
Viaarxiv icon

Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection

Add code
Aug 04, 2023
Figure 1 for Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection
Figure 2 for Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection
Figure 3 for Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection
Figure 4 for Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection
Viaarxiv icon

Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment

Add code
Jun 19, 2023
Figure 1 for Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment
Figure 2 for Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment
Figure 3 for Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment
Figure 4 for Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment
Viaarxiv icon

DeepLCZChange: A Remote Sensing Deep Learning Model Architecture for Urban Climate Resilience

Add code
Jun 09, 2023
Figure 1 for DeepLCZChange: A Remote Sensing Deep Learning Model Architecture for Urban Climate Resilience
Figure 2 for DeepLCZChange: A Remote Sensing Deep Learning Model Architecture for Urban Climate Resilience
Figure 3 for DeepLCZChange: A Remote Sensing Deep Learning Model Architecture for Urban Climate Resilience
Figure 4 for DeepLCZChange: A Remote Sensing Deep Learning Model Architecture for Urban Climate Resilience
Viaarxiv icon

SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation

Add code
Nov 13, 2022
Figure 1 for SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
Figure 2 for SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
Figure 3 for SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
Figure 4 for SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation
Viaarxiv icon