Melody Y. Guan

According to our database, Melody Y. Guan authored at least 10 papers between 2017 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

A real-time spatiotemporal AI model analyzes skill in open surgical videos.

Emmett D. Goodman, Krishna K. Patel, Yilun Zhang, William Locke, Chris J. Kennedy, Rohan Mehrotra, Stephen Ren, Melody Y. Guan, Maren Downing, Hao Wei Chen, Jevin Z. Clark, Gabriel A. Brat, Serena Yeung

CoRR, 2021

2020

Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery.

Michael Zhang, Xiaotian Cheng, Daniel Copeland, Arjun D. Desai, Melody Y. Guan, Gabriel A. Brat, Serena Yeung

Proceedings of the AMIA 2020, 2020

2019

Making AI Forget You: Data Deletion in Machine Learning.

Antonio Ginart, Melody Y. Guan, Gregory Valiant, James Zou

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

A Surprising Density of Illusionable Natural Speech.

Melody Y. Guan, Gregory Valiant

Proceedings of the 41th Annual Meeting of the Cognitive Science Society, 2019

2018

To Trust Or Not To Trust A Classifier.

Heinrich Jiang, Been Kim, Melody Y. Guan, Maya R. Gupta

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Efficient Neural Architecture Search via Parameter Sharing.

Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean

Proceedings of the 35th International Conference on Machine Learning, 2018

Faster Discovery of Neural Architectures by Searching for Paths in a Large Model.

Hieu Pham, Melody Y. Guan, Barret Zoph, Quoc V. Le, Jeff Dean

Proceedings of the 6th International Conference on Learning Representations, 2018

Nonparametric Stochastic Contextual Bandits.

Melody Y. Guan, Heinrich Jiang

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Who Said What: Modeling Individual Labelers Improves Classification.

Melody Y. Guan, Varun Gulshan, Andrew M. Dai, Geoffrey E. Hinton

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Efficient Attention using a Fixed-Size Memory Representation.

Denny Britz, Melody Y. Guan, Minh-Thang Luong

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017