Durasov, Nikita

1. ZigZag: Universal Sampling-free Uncertainty Estimation Through Two-Step Inference
   2022/11/21 by Nikita Durasov, Durasov, Nikita, Nik Dorndorf +3 · 4 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
2. DEBOSH: Deep Bayesian Shape Optimization
   2021/09/28 by Durasov, Nikita, Lukoyanov, Artem, Donier, Jonathan +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. Leveraging Self-Supervision for Cross-Domain Crowd Counting
   2021/03/30 by Liu, Weizhe, Durasov, Nikita, Fua, Pascal · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
4. IT³: Idempotent Test-Time Training
   2024/10/05 by Nikita Durasov, Durasov, Nikita, Assaf Shocher +9 · 1 voice · 2 citations
   #cs.CV
5. How to Boost Face Recognition with StyleGAN?
   2022/10/18 by Artem Sevastopolsky, Yury Malkov, Sevastopolsky, Artem +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Biometric Identification and Security #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
6. Enabling Uncertainty Estimation in Iterative Neural Networks
   2024/03/25 by Nikita Durasov, Durasov, Nikita, Doruk Öner +7 · 2 citations
   Engineering · Computer Science · #Fault Detection and Control Systems #Neural Networks and Applications #Anomaly Detection Techniques and Applications
7. MirrorCheck: Efficient Adversarial Defense for Vision-Language Models
   2024/06/13 by Fares, Samar, Ziu, Klea, Aremu, Toluwani +5 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Uncertainty Estimation for 3D Object Detection via Evidential Learning
   2024/10/31 by Nikita Durasov, Rafid Mahmood, Durasov, Nikita +11 · 1 citation
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification