Saukh, Olga
- DataComp: In search of the next generation of multimodal datasets
2023/04/27 by Samir Yitzhak Gadre, Gabriel Ilharco, Gadre, Samir Yitzhak +65 · 81 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
- The Role of Permutation Invariance in Linear Mode Connectivity of Neural Networks
2021/10/12 by Entezari, Rahim, Sedghi, Hanie, Saukh, Olga +1 · 17 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- REPAIR: REnormalizing Permuted Activations for Interpolation Repair
2022/11/15 by Keller Jordan, Jordan, Keller, Hanie Sedghi +7 · 8 citations
Computer Science · Physics and Astronomy · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks
- Breaking the Illusion: Real-world Challenges for Adversarial Patches in Object Detection
2024/10/23 by Shack, Jakob, Petrovic, Katarina, Saukh, Olga · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- FocusDD: Real-World Scene Infusion for Robust Dataset Distillation
2025/01/11 by Hu, Youbing, Cheng, Yun, Saukh, Olga +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Forget the Data and Fine-Tuning! Just Fold the Network to Compress
2025/02/14 by Dong Wang, Wang, Dong, Haris Šikić +5 · 1 citation
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management