Isabelle Wittmann

Publications

• Location Is All You Need: Continuous Spatiotemporal Neural Representations of Earth Observation Data

  • • Mojgan Madadikhaljan
    • Jonathan Prexl
    • et al.
  • 2026
  • CVPR 2026

  Workshop paper

• How to Embed Matters: Evaluation of EO Embedding Design Choices

  • • Luis Gilch
    • Isabelle Wittmann
    • et al.
  • 2026
  • CVPR 2026

  Workshop paper

• PRACTICAL EMBEDDING WORKFLOWS WITH TERRATORCH, THE GEOSPATIAL FINE-TUNING TOOLKIT

  • • Romeo Kienzler
    • Isabelle Wittmann
    • et al.
  • 2026
  • ICLR 2026

  Workshop paper

• Towards quantum extreme learning and reservoir computing on utility-scale digital quantum processors

  • • Timothée Dao
    • Ege Yilmaz
    • et al.
  • 2026
  • APS Global Physics Summit 2026

  Talk

• Compress Once, Decode Anywhere: Embedding Workflows with TerraTorch

  • • Bianca Zadrozny
    • Isabelle Wittmann
    • et al.
  • 2025
  • AGU 2025

  Talk

• The 2025 CVPR EARTHVISION Data Challenge by Embed2Scale

  • • Conrad Albrecht
    • Jannik Schneider
    • et al.
  • 2025
  • CVPR 2025

  Workshop

• Neural Embedding Compression for Earth Observation Data – an Ablation Study

  • • Amelie Elisabeth Koch
    • Isabelle Wittmann
    • et al.
  • 2025
  • EGU 2025

  Talk

• Lossy Neural Compression for Geospatial Analytics: A Review

  • • Carlos Miguel Pina Vaz Gomes
    • Isabelle Wittmann
    • et al.
  • 2025
  • Ieee Geoscience And Remote Sensing Magazine

  Paper