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Asja Fischer

  1. A Closer Look at Memorization in Deep Networks
    2017/06/16 by Devansh Arpit, Stanisław Jastrzȩbski, Arpit, Devansh +19 · 84 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  2. Leveraging Frequency Analysis for Deep Fake Image Recognition
    2020/03/19 by J. Howard Frank, Frank, Joel, Thorsten Eisenhofer +9 · 82 citations
    Computer Science · #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #Advanced Image Processing Techniques
  3. Three Factors Influencing Minima in SGD
    2017/11/13 by Stanisław Jastrzȩbski, Jastrzębski, Stanisław, Zachary Kenton +11 · 80 citations
    Biochemistry, Genetics and Molecular Biology · #Sexual Differentiation and Disorders
  4. AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error
    2024/01/31 by Jonas Ricker, Ricker, Jonas, Denis Lukovnikov +3 · 27 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction
  5. Towards the Detection of Diffusion Model Deepfakes
    2022/10/26 by Jonas Ricker, Simon Damm, Ricker, Jonas +5 · 13 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  6. On the regularization of Wasserstein GANs
    2017/09/26 by Henning Petzka, Petzka, Henning, Asja Fischer +3 · 10 citations
    Computer Science · Physics and Astronomy · #Advanced Image Processing Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
  7. AnomalyDINO: Boosting Patch-based Few-shot Anomaly Detection with DINOv2
    2024/05/23 by Simon Damm, Damm, Simon, Mike Laszkiewicz +5 · 13 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. On the Challenges and Opportunities in Generative AI
    2024/02/28 by Laura Manduchi, Manduchi, Laura, Kushagra Pandey +48 · 11 citations
    Computer Science · #AI-based Problem Solving and Planning #Cognitive Computing and Networks #Evolutionary Algorithms and Applications
  9. Early Inference in Energy-Based Models Approximates Back-Propagation
    2015/10/09 by Yoshua Bengio, Bengio, Yoshua, Asja Fischer +1 · 5 citations
    Neuroscience · Engineering · #Neural dynamics and brain function #Advanced Memory and Neural Computing #Functional Brain Connectivity Studies
  10. Black-Box Forgery Attacks on Semantic Watermarks for Diffusion Models
    2024/12/04 by Andreas Müller, Müller, Andreas, Denis Lukovnikov +7 · 12 citations
    Computer Science · #Adversarial Robustness in Machine Learning
  11. A Representative Study on Human Detection of Artificially Generated Media Across Countries
    2023/12/10 by Joel Frank, Frank, Joel, Franziska Herbert +13 · 2 voices · 4 citations
    #cs.CR #cs.AI #cs.CY #cs.LG
  12. Single-Model Attribution of Generative Models Through Final-Layer Inversion
    2023/05/26 by Mike Laszkiewicz, Laszkiewicz, Mike, Jonas Ricker +5 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  13. Landscaping Linear Mode Connectivity
    2024/06/24 by Sidak Pal Singh, Singh, Sidak Pal, Linara Adilova +9 · 2 citations
    Computer Science · #Energy Efficient Wireless Sensor Networks
  14. Adversarial Robustness of AI-Generated Image Detectors in the Real World
    2024/10/02 by Sina Mavali, Mavali, Sina, Jonas Ricker +7 · 1 citation
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Ethics and Social Impacts of AI