Dustin Tran
Publications by Year
Research Areas
Gaussian Processes and Bayesian Inference, Adversarial Robustness in Machine Learning, interferon and immune responses, Machine Learning and Data Classification, Glioma Diagnosis and Treatment
Most-Cited Works
- → Gemini: A Family of Highly Capable Multimodal Models(2023)790 cited
- → Extragradient algorithms extended to equilibrium problems¶(2008)366 cited
- → TensorFlow Distributions(2017)240 cited
- → Edward: A library for probabilistic modeling, inference, and criticism(2016)221 cited
- Image Transformer(2018)
- → Automatic Differentiation Variational Inference(2016)188 cited
- → Flipout: Efficient Pseudo-Independent Weight Perturbations on Mini-Batches(2018)175 cited
- → Measuring Calibration in Deep Learning(2019)156 cited
- → Simple and Principled Uncertainty Estimation with Deterministic Deep\n Learning via Distance Awareness(2020)141 cited
- → BatchEnsemble: An Alternative Approach to Efficient Ensemble and\n Lifelong Learning(2020)127 cited