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Tatiana Gaintseva

  1. AI-generated text boundary detection with RoFT
    2023/11/14 by Laida Kushnareva, Tatiana Gaintseva, Kushnareva, Laida +15 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  2. RAVE: Residual Vector Embedding for CLIP-Guided Backlit Image Enhancement
    2024/04/02 by Tatiana Gaintseva, Martin Benning, Gaintseva, Tatiana +3 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Medical Image Segmentation Techniques
  3. Improving Interpretability and Robustness for the Detection of AI-Generated Images
    2024/06/21 by Tatiana Gaintseva, Laida Kushnareva, Gaintseva, Tatiana +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences
  4. When Activation Oracles Learn Not to Read: Concept-Specific Blind Spots in Fine-Tuned Oracles
    2026/07/25 by Tobias Bersia, Tatiana Gaintseva
    #cs.CL #cs.AI