Fabio Pizzati

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 · 15 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, Ashkan Khakzar, Liu, Runtao +9 · 16 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. Material Palette: Extraction of Materials from a Single Image
   2023/11/28 by Ivan Lopes, Fabio Pizzati, Lopes, Ivan +3 · 11 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR)
4. MALT: Improving Reasoning with Multi-Agent LLM Training
   2024/12/02 by Sumeet Ramesh Motwani, C.E. Smith, Motwani, Sumeet Ramesh +14 · 18 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
5. 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 · 11 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
6. 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 · 5 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.LG
7. AlignGuard: Scalable Safety Alignment for Text-to-Image Generation
   2024/12/13 by Runtao Liu, Liu, Runtao, Chen, I Chieh +14 · 9 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Handwritten Text Recognition Techniques
8. Risks and Opportunities of Open-Source Generative AI
   2024/05/14 by Francisco Eiras, Aleksander Petrov, Eiras, Francisco +47 · 2 citations
   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
9. ActCam: Zero-Shot Joint Camera and 3D Motion Control for Video Generation
   2026/05/07 by Omar El Khalifi, Thomas Rossi, Oscar Fossey +6 · 2 voices
   #cs.CV #cs.AI #cs.LG
10. ManiFest: Manifold Deformation for Few-shot Image Translation
    2021/11/26 by Fabio Pizzati, Jean‐François Lalonde, Pizzati, Fabio +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robotics (cs.RO)
11. 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 · 2 citations
    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
12. 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)