Ondrej Bohdal

1. Humanity's Last Exam
   2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 110 citations
   #cs.LG #cs.AI #cs.CL
2. Safety Fine-Tuning at (Almost) No Cost: A Baseline for Vision Large Language Models
   2024/02/03 by Yongshuo Zong, Ondrej Bohdal, Zong, Yongshuo +7 · 27 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
3. Flexible Dataset Distillation: Learn Labels Instead of Images
   2020/06/15 by Ondrej Bohdal, Bohdal, Ondrej, Yongxin Yang +3 · 4 citations
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
4. FairTune: Optimizing Parameter Efficient Fine Tuning for Fairness in Medical Image Analysis
   2023/10/08 by Raman Dutt, Dutt, Raman, Ondrej Bohdal +5 · 6 citations
   Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
5. Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted
   2024/06/01 by Ruchika Chavhan, Chavhan, Ruchika, Ondrej Bohdal +7 · 5 citations
   Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth #Neural Networks and Applications
6. Meta-Calibration: Learning of Model Calibration Using Differentiable Expected Calibration Error
   2021/06/17 by Ondrej Bohdal, Yongxin Yang, Bohdal, Ondrej +3 · 2 citations
   Computer Science · #Machine Learning and Data Classification #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning
7. MemControl: Mitigating Memorization in Diffusion Models via Automated Parameter Selection
   2024/05/29 by Raman Dutt, Dutt, Raman, Ondrej Bohdal +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning in Healthcare