Jessica Bader
Scholar

Jessica Bader

Google Scholar ID: WHW3A7AAAAAJ
PhD Student, Helmholtz Munich / Technical University of Munich
Multi-modal machine learning
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Citations & Impact
All-time
Citations
19
 
H-index
2
 
i10-index
1
 
Publications
6
 
Co-authors
0
 
Publications
6 items
NegT2IBench: When Negation Changes the Picture. A Polarity Benchmark for Text-to-Image Models
2026
Cited
0
The Latent Color Subspace: Emergent Order in High-Dimensional Chaos
2026
Cited
0
Stitch: Training-Free Position Control in Multimodal Diffusion Transformers
2025
Cited
0
SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions
2025
Cited
0
Align-then-Unlearn: Embedding Alignment for LLM Unlearning
2025
Cited
0
Does Feasibility Matter? Understanding the Impact of Feasibility on Synthetic Training Data
2025
Cited
0
Resume
Academic Achievements
  • Publications:
  • - 'Stitch: Training-Free Position Control in Multimodal Diffusion Transformers', Under review, 2025.
  • - 'SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions', International Conference on Computer Vision (ICCV), 2025.
  • - 'DataDream: Few-shot Guided Dataset Generation', European Conference on Computer Vision (ECCV), 2024.
  • Reviewer for: ICLR '26 & '25, NeurIPS '25 & '24, GCPR '24.
Research Experience
  • Supervised multiple theses, including Master's and Bachelor's degree theses.
Education
  • Master's: University of Tübingen, Machine Learning, Graduated 2023; Bachelor's: Iowa State University, Computer Engineering, Graduated 2020; PhD: Technical University of Munich, Explainable Machine Learning Group, Supervisor: Zeynep Akata, Starting 2024.
Background
  • Research Interests: Text-to-image generation, particularly enhancing T2I models' prompt-following abilities and their capacity to produce unusual or out-of-distribution images. Professional Field: Machine Learning.