Stanislav Frolov
- A Coreset Selection of Coreset Selection Literature: Introduction and Recent Advances
2025/05/23 by Brian B. Moser, Moser, Brian B., Arundhati S. Shanbhag +9 · 1 voice · 7 citations
#cs.LG #cs.CV
- SpotDiffusion: A Fast Approach For Seamless Panorama Generation Over Time
2024/07/22 by Stanislav Frolov, Brian B. Moser, Frolov, Stanislav +3 · 2 citations
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Unlocking Dataset Distillation with Diffusion Models
2024/03/06 by Brian B. Moser, Moser, Brian B., Federico Raue +7 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
- Distill the Best, Ignore the Rest: Improving Dataset Distillation with Loss-Value-Based Pruning
2024/11/18 by Brian B. Moser, Federico Raue, Moser, Brian B. +7 · 2 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Mining Algorithms and Applications #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift
2024/11/15 by Samudrala Nagaraju, Nagaraju, Sanath Budakegowdanadoddi, Brian B. Moser +9 · 1 citation
Computer Science · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)