Fischer, Asja

A Closer Look at Memorization in Deep Networks

Arpit, D., Jastrzębski, S., Ballas, N., Krueger, D., Bengio, E., Kanwal, M. S., Maharaj, T., Fischer, A., Courville, A., Bengio, Y., et al. (2017) · arXiv

Stochastic Gradient Optimization TechniquesNeural Networks and Applications

Cited by 1,307

Leveraging Frequency Analysis for Deep Fake Image Recognition

Frank, J., Eisenhofer, T., Schönherr, L., Fischer, A., Kolossa, D., & Holz, T. (2020) · arXiv

Digital Media Forensic DetectionGenerative Adversarial Networks and Image Synthesis

Cited by 390

Incorporating Literals into Knowledge Graph Embeddings

Kristiadi, A., Khan, M. A., Lukovnikov, D., Lehmann, J., & Fischer, A. (2019) · Lecture Notes in Computer Science

Advanced Graph Neural NetworksTopic Modeling

Cited by 95

AI-Generated Faces in the Real World: A Large-Scale Case Study of Twitter Profile Images

Ricker, J., Assenmacher, D., Holz, T., Fischer, A., & Quiring, E. (2024) · The 27th International Symposium on Research in Attacks, Intrusions and Defenses

Misinformation and Its ImpactsDigital Media Forensic Detection

Cited by 22

"That's another doom I haven't thought about": A User Study on AI Labels as a Safeguard Against Image-Based Misinformation

Höltervennhoff, S., Ricker, J., Raphael, M. M., Schwedes, C., Weil, R., Fischer, A., Holz, T., Schönherr, L., & Fahl, S. (2026) · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems

Misinformation and Its ImpactsDigital Media Forensic Detection

Cited by 3