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Pizzati, Fabio

  1. SynthCLIP: Are We Ready for a Fully Synthetic CLIP Training?
    2024/02/02 by Hasan Abed Al Kader Hammoud, Hammoud, Hasan Abed Al Kader, Hani Itani +9 · 12 citations
    Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Myasthenia Gravis and Thymoma #Salivary Gland Tumors Diagnosis and Treatment
  2. Latent Guard: a Safety Framework for Text-to-image Generation
    2024/04/11 by Runtao Liu, Liu, Runtao, Ashkan Khakzar +9 · 12 citations
    Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  3. MALT: Improving Reasoning with Multi-Agent LLM Training
    2024/12/02 by Motwani, Sumeet Ramesh, Smith, Chandler, Das, Rocktim Jyoti +6 · 15 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation
    2019/10/23 by Pizzati, Fabio, de Charette, Raoul, Zaccaria, Michela +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  5. Material Palette: Extraction of Materials from a Single Image
    2023/11/28 by Lopes, Ivan, Pizzati, Fabio, de Charette, Raoul · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)
  6. Model Merging and Safety Alignment: One Bad Model Spoils the Bunch
    2024/06/20 by Hasan Abed Al Kader Hammoud, Hammoud, Hasan Abed Al Kader, Umberto Michieli +11 · 9 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy
  7. Video Motion Transfer with Diffusion Transformers
    2024/12/10 by Pondaven, Alexander, Siarohin, Aliaksandr, Tulyakov, Sergey +2 · 8 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Near to Mid-term Risks and Opportunities of Open-Source Generative AI
    2024/04/25 by Francisco Eiras, Aleksandar Petrov, Eiras, Francisco +45 · 2 voices · 4 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
  9. AlignGuard: Scalable Safety Alignment for Text-to-Image Generation
    2024/12/13 by Runtao Liu, Liu, Runtao, Chen, I Chieh +14 · 5 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Handwritten Text Recognition Techniques
  10. Physics-informed Guided Disentanglement in Generative Networks
    2021/07/29 by Pizzati, Fabio, Cerri, Pietro, de Charette, Raoul · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  11. ManiFest: Manifold Deformation for Few-shot Image Translation
    2021/11/26 by Pizzati, Fabio, Lalonde, Jean-François, de Charette, Raoul · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  12. Risks and Opportunities of Open-Source Generative AI
    2024/05/14 by Francisco Eiras, Aleksander Petrov, Eiras, Francisco +47 · 1 citation
    Computer Science · Decision Sciences · Social Sciences · #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
  13. On Pretraining Data Diversity for Self-Supervised Learning
    2024/03/20 by Hasan Abed Al Kader Hammoud, Hammoud, Hasan Abed Al Kader, Tuhin Das +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and Data Classification
  14. PSyDUCK: Training-Free Steganography for Latent Diffusion
    2025/01/31 by Aqib Mahfuz, Mahfuz, Aqib, Georgia Channing +9 · 2 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Cryptography and Security (cs.CR) #Digital Media Forensic Detection #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG)
  15. MatchDiffusion: Training-free Generation of Match-cuts
    2024/11/27 by Pardo, Alejandro, Pizzati, Fabio, Zhang, Tong +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)