Skyler Seto

According to our database, Skyler Seto authored at least 12 papers between 2015 and 2024.

Collaborative distances:

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

2024

Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features?

Zakaria Aldeneh, Takuya Higuchi, Jee-weon Jung, Skyler Seto, Tatiana Likhomanenko, Stephen Shum, Ahmed Hussen Abdelaziz, Shinji Watanabe, Barry-John Theobald

CoRR, 2024

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling.

Pratyush Maini, Skyler Seto, He Bai, David Grangier, Yizhe Zhang, Navdeep Jaitly

CoRR, 2024

REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation.

Skyler Seto, Barry-John Theobald, Federico Danieli, Navdeep Jaitly, Dan Busbridge

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023

Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning.

Miguel Sarabia, Elena Menyaylenko, Alessandro Toso, Skyler Seto, Zakaria Aldeneh, Shadi Pirhosseinloo, Luca Zappella, Barry-John Theobald, Nicholas Apostoloff, Jonathan Sheaffer

CoRR, 2023

On the Role of LIP Articulation in Visual Speech Perception.

Zakaria Aldeneh, Masha Fedzechkina, Skyler Seto, Katherine Metcalf, Miguel Sarabia, Nicholas Apostoloff, Barry-John Theobald

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Understanding the Robustness of Multi-Exit Models under Common Corruptions.

Akshay Mehra, Skyler Seto, Navdeep Jaitly, Barry-John Theobald

CoRR, 2022

Towards a Perceptual Model for Estimating the Quality of Visual Speech.

Zakaria Aldeneh, Masha Fedzechkina, Skyler Seto, Katherine Metcalf, Miguel Sarabia, Nicholas Apostoloff, Barry-John Theobald

CoRR, 2022

FORML: Learning to Reweight Data for Fairness.

Bobby Yan, Skyler Seto, Nicholas Apostoloff

CoRR, 2022

2021

HALO: Learning to Prune Neural Networks with Shrinkage.

Skyler Seto, Martin T. Wells, Wenyu Zhang

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2020

Hierarchical Adaptive Lasso: Learning Sparse Neural Networks with Shrinkage via Single Stage Training.

Skyler Seto, Martin T. Wells, Wenyu Zhang

CoRR, 2020

CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context.

Wenyu Zhang, Skyler Seto, Devesh K. Jha

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

2015

Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition.

Skyler Seto, Wenyu Zhang, Yichen Zhou

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015