Schlarmann, Christian

1. Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models
   2024/02/19 by Christian Schlarmann, Naman Deep Singh, Schlarmann, Christian +5 · 26 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
2. On the Adversarial Robustness of Multi-Modal Foundation Models
   2023/08/21 by Schlarmann, Christian, Hein, Matthias · 18 citations
   #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Evaluating the Robustness of the "Ensemble Everything Everywhere" Defense
   2024/11/22 by Jie Zhang, Zhang, Jie, Christian Schlarmann +11 · 2 voices · 1 citation
   #cs.LG #cs.CR
4. Adversarially Robust CLIP Models Can Induce Better (Robust) Perceptual Metrics
   2025/02/17 by Francesco Croce, Christian Schlarmann, Croce, Francesco +5 · 2 citations
   Computer Science · #Adversarial Robustness in Machine Learning