Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition. - Skyler Seto; Wenyu Zhang 003; Yichen Zhou (SSCI, 2015)

CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context. - Wenyu Zhang 003; Skyler Seto; Devesh K. Jha (IROS, 2020)

Hierarchical Adaptive Lasso: Learning Sparse Neural Networks with Shrinkage via Single Stage Training. - Skyler Seto; Martin T. Wells; Wenyu Zhang 003 (CoRR, 2020)

HALO: Learning to Prune Neural Networks with Shrinkage. - Skyler Seto; Martin T. Wells; Wenyu Zhang 003 (SDM, 2021)

FORML: Learning to Reweight Data for Fairness. - Bobby Yan; Skyler Seto; Nicholas Apostoloff (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)

Understanding the Robustness of Multi-Exit Models under Common Corruptions. - Akshay Mehra; Skyler Seto; Navdeep Jaitly; Barry-John Theobald (CoRR, 2022)

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 (ICASSP, 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 (INTERSPEECH, 2023)

Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling. - Pratyush Maini; Skyler Seto; Richard He Bai; David Grangier; Yizhe Zhang 002; Navdeep Jaitly (ACL (1), 2024)

On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization. - Yong Lin; Skyler Seto; Maartje ter Hoeve; Katherine Metcalf; Barry-John Theobald; Xuan Wang; Yizhe Zhang; Chen Huang; Tong Zhang 001 (EMNLP (Findings), 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 001; Barry-John Theobald (INTERSPEECH, 2024)

Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP. - Chen Huang 001; Skyler Seto; Samira Abnar; David Grangier; Navdeep Jaitly; Joshua M. Susskind (NeurIPS, 2024)

Learning Spatially-Aware Language and Audio Embeddings. - Bhavika Devnani; Skyler Seto; Zakaria Aldeneh; Alessandro Toso; Elena Menyaylenko; Barry-John Theobald; Jonathan Sheaffer; Miguel Sarabia (NeurIPS, 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 (WACV, 2024)

Learning Spatially-Aware Language and Audio Embedding. - Bhavika Devnani; Skyler Seto; Zakaria Aldeneh; Alessandro Toso; Elena Menyaylenko; Barry-John Theobald; Jonathan Sheaffer; Miguel Sarabia (CoRR, 2024)

Training Bilingual LMs with Data Constraints in the Targeted Language. - Skyler Seto; Maartje ter Hoeve; Richard He Bai; Natalie Schluter; David Grangier (ACL (Findings), 2025)

Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models. - Anirudh Sundar; Sinead Williamson; Katherine Metcalf; Barry-John Theobald; Skyler Seto; Masha Fedzechkina (ACL (1), 2025)

Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling. - David Grangier; Simin Fan; Skyler Seto; Pierre Ablin (ICLR, 2025)

Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging. - Pierre Ablin; Angelos Katharopoulos; Skyler Seto; David Grangier (CoRR, 2025)

Analyze the Neurons, not the Embeddings: Understanding When and Where LLM Representations Align with Humans. - Masha Fedzechkina; Eleonora Gualdoni; Sinead Williamson; Katherine Metcalf; Skyler Seto; Barry-John Theobald (CoRR, 2025)

Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks. - Maureen de Seyssel; Jie Chi; Skyler Seto; Maartje ter Hoeve; Masha Fedzechkina; Natalie Schluter (CoRR, 2025)

Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting. - Chen Huang 001; Skyler Seto; Hadi Pouransari; Mehrdad Farajtabar; Raviteja Vemulapalli; Fartash Faghri; Oncel Tuzel; Barry-John Theobald; Joshua M. Susskind (CoRR, 2025)

Assessing the Role of Data Quality in Training Bilingual Language Models. - Skyler Seto; Maartje ter Hoeve; Maureen de Seyssel; David Grangier (CoRR, 2025)