Ha Manh Bui

  • Ph.D. Student, Johns Hopkins University

I am a Ph.D. Student in Computer Science at Johns Hopkins University, working with Anqi (Angie) Liu. Prior to that, I was a Research Resident at VinAI, under the supervision of Toan Tran and Dinh Phung.

Research interests: Artificial Intelligence, Machine Learning, Uncertainty and Robustness.


Density-Softmax: Efficient Test-time Model for Uncertainty Estimation and Robustness under Distribution Shifts [Colab demo, PDF, arXiv, code, BibTex] Ha Manh Bui, Anqi Liu under review, 2023

Benchmark for Uncertainty & Robustness in Self-supervised Learning [PDF, arXiv, code, BibTex] Ha Manh Bui, Iliana Maifeld-Carucci arXiv pre-print, 2022

Exploiting Domain-Specific Features to Enhance Domain Generalization [PDF, arXiv, code, slides, talk, BibTex] Manh-Ha Bui, Toan Tran, Anh Tuan Tran, Dinh Phung Advances in Neural Information Processing Systems, 2021