936 citations
- Centre National de la Recherche ScientifiqueFR5 papers
- Boston UniversityUS4 papers
- Google (United States)US4 papers
- Rutgers, The State University of New JerseyUS4 papers
- Allen InstituteUS3 papers
- École Normale Supérieure - PSLFR3 papers
- Harvard UniversityUS3 papers
- Howard Hughes Medical InstituteUS3 papers
- Max Planck SocietyDE3 papers
- New York UniversityUS3 papers
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- Stony Brook UniversityUS3 papers
72 papers
DataParasite Enables Scalable and Repurposable Online Data Curation
Mengyi Sun
Many questions in computational social science rely on datasets assembled from heterogeneous online sources, a process that is often labor-intensive, costly, and difficult to repro…
Explainable AI for computational pathology identifies model limitations and tissue biomarkers
Jakub R. Kaczmarzyk, Chanwoo Kim, Soham Gadgil +5
Deep learning models show promise in digital pathology, but their opaque decision-making processes limit trust and clinical adoption. To address this challenge, we present HIPPO, a…
Predictive variational autoencoder for learning robust representations of time-series data
Julia Huiming Wang, Dexter Tsin, Tatiana Engel
Variational autoencoders (VAEs) have been used extensively to discover low-dimensional latent factors governing neural activity and animal behavior. However, without careful model…
Evaluating histopathology transfer learning with ChampKit
Jakub R. Kaczmarzyk, Tahsin M. Kurc, Shahira Abousamra +3
Histopathology remains the gold standard for diagnosis of various cancers. Recent advances in computer vision, specifically deep learning, have facilitated the analysis of histopat…
Machine learning based data-driven discovery of nonlinear phase-field dynamics
Elham Kiyani, Steven Silber, Mahdi Kooshkbaghi +1
One of the main questions regarding complex systems at large scales concerns the effective interactions and driving forces that emerge from the detailed microscopic properties. Coa…
The study of possible molecular states of and
Hong-Wei Ke, Yan-Liang Shi
Recently the LHCb collaboration reported a new exotic state which is conjectured to be a molecular state of (or ) theoretically. Belle Collabora…