Henrik Marklund
- CheXpert: A Large Chest Radiograph Dataset with Uncertainty Labels and\n Expert Comparison
2019/01/21 by Jeremy Irvin, Pranav Rajpurkar, Irvin, Jeremy +37 · 243 citations
Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- WILDS: A Benchmark of in-the-Wild Distribution Shifts
2020/12/14 by Pang Wei Koh, Shiori Sagawa, Koh, Pang Wei +43 · 192 citations
Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Adaptive Risk Minimization: Learning to Adapt to Domain Shift
2020/07/06 by Marvin Mengxin Zhang, Henrik Marklund, Zhang, Marvin +9 · 20 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Maintaining Plasticity in Continual Learning via Regenerative Regularization
2023/08/23 by Saurabh Kumar, Kumar, Saurabh, Henrik Marklund +3 · 25 citations
Computer Science · #Domain Adaptation and Few-Shot Learning
- Extending the WILDS Benchmark for Unsupervised Adaptation
2021/12/09 by Shiori Sagawa, Pang Wei Koh, Sagawa, Shiori +37 · 7 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Single-cell and spatial transcriptomics
- Test-Time Alignment via Hypothesis Reweighting
2024/12/11 by Yoonho Lee, Lee, Yoonho, Jonathan S. Williams +11 · 3 citations
Computer Science · #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Misalignment from Treating Means as Ends
2025/07/15 by Henrik Marklund, Marklund, Henrik, Alex Infanger +3 · 2 citations
Health Professions · Psychology · #Artificial Intelligence (cs.AI) #Ethics in medical practice #FOS: Computer and information sciences #Machine Learning (cs.LG) #Psychological Treatments and Assessments #Psychotherapy Techniques and Applications