Naman Deep Singh

1. Clustering and Learning from Imbalanced Data
   2018/11/02 by Naman Deep Singh, Singh, Naman D., Abhinav Dhall +1 · 1 citation
   Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Spam and Phishing Detection
2. Advancing Compositional Awareness in CLIP with Efficient Fine-Tuning
   2025/05/30 by Amit Peleg, Peleg, Amit, Naman Deep Singh +3 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
3. Perturb and Recover: Fine-tuning for Effective Backdoor Removal from CLIP
   2024/12/01 by Naman Deep Singh, Singh, Naman Deep, Francesco Croce +3 · 2 citations
   Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Real-time simulation and control systems
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