Skyler Seto - RankMe

44 papers A* 6A 5Misc 1Journal 25Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Optimal Splitting of Language Models from Mixtures to Specialized Domains. CoRR Skyler Seto, Pierre Ablin, Anastasiia Filippova, Jiayuan Ye, Louis Béthune, Angelos Katharopoulos, David Grangier
2026	J	`jnl`	Which Data Matter? Embedding-Based Data Selection for Speech Recognition. CoRR Zakaria Aldeneh, Skyler Seto, Maureen de Seyssel, Jie Chi, Zijin Gu, Takuya Higuchi, Jee-weon Jung, Shinji Watanabe, David Grangier, Barry-John Theobald, Tatiana Likhomanenko
2025	J	`jnl`	Analyze the Neurons, not the Embeddings: Understanding When and Where LLM Representations Align with Humans. CoRR Masha Fedzechkina, Eleonora Gualdoni, Sinead Williamson, Katherine Metcalf, Skyler Seto, Barry-John Theobald
2025	—	`conf`	Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks. EMNLP (Findings) Eileen Pan, Anna Seo Gyeong Choi, Maartje ter Hoeve, Skyler Seto, Allison Koenecke
2025	J	`jnl`	Analyzing Dialectical Biases in LLMs for Knowledge and Reasoning Benchmarks. CoRR Eileen Pan, Anna Seo Gyeong Choi, Maartje ter Hoeve, Skyler Seto, Allison Koenecke
2025	—	`conf`	Assessing the Role of Data Quality in Training Bilingual Language Models. EMNLP (Findings) Skyler Seto, Maartje ter Hoeve, Maureen de Seyssel, David Grangier
2025	J	`jnl`	Assessing the Role of Data Quality in Training Bilingual Language Models. CoRR Skyler Seto, Maartje ter Hoeve, Maureen de Seyssel, David Grangier
2025	J	`jnl`	Closing the Gap Between Text and Speech Understanding in LLMs. CoRR Santiago Cuervo, Skyler Seto, Maureen de Seyssel, Richard He Bai, Zijin Gu, Tatiana Likhomanenko, Navdeep Jaitly, Zakaria Aldeneh
2025	A*	`conf`	Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks. EMNLP Maureen de Seyssel, Jie Chi, Skyler Seto, Maartje ter Hoeve, Masha Fedzechkina, Natalie Schluter
2025	J	`jnl`	Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks. CoRR Maureen de Seyssel, Jie Chi, Skyler Seto, Maartje ter Hoeve, Masha Fedzechkina, Natalie Schluter
2025	A*	`conf`	Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting. ICML Chen Huang, Skyler Seto, Hadi Pouransari, Mehrdad Farajtabar, Raviteja Vemulapalli, Fartash Faghri, Oncel Tuzel, Barry-John Theobald, Joshua M. Susskind
2025	J	`jnl`	Proxy-FDA: Proxy-based Feature Distribution Alignment for Fine-tuning Vision Foundation Models without Forgetting. CoRR Chen Huang, Skyler Seto, Hadi Pouransari, Mehrdad Farajtabar, Raviteja Vemulapalli, Fartash Faghri, Oncel Tuzel, Barry-John Theobald, Joshua M. Susskind
2025	A*	`conf`	Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging. ICML Pierre Ablin, Angelos Katharopoulos, Skyler Seto, David Grangier
2025	J	`jnl`	Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging. CoRR Pierre Ablin, Angelos Katharopoulos, Skyler Seto, David Grangier
2025	—	`conf`	Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models. ACL (1) Anirudh Sundar, Sinead Williamson, Katherine Metcalf, Barry-John Theobald, Skyler Seto, Masha Fedzechkina
2025	J	`jnl`	Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models. CoRR Anirudh Sundar, Sinead Williamson, Katherine Metcalf, Barry-John Theobald, Skyler Seto, Masha Fedzechkina
2025	A*	`conf`	Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling. ICLR David Grangier, Simin Fan, Skyler Seto, Pierre Ablin
2025	—	`conf`	Training Bilingual LMs with Data Constraints in the Targeted Language. ACL (Findings) Skyler Seto, Maartje ter Hoeve, Richard He Bai, Natalie Schluter, David Grangier
2024	A*	`conf`	Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP. NeurIPS Chen Huang, Skyler Seto, Samira Abnar, David Grangier, Navdeep Jaitly, Joshua M. Susskind
2024	J	`jnl`	Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP. CoRR Chen Huang, Skyler Seto, Samira Abnar, David Grangier, Navdeep Jaitly, Josh M. Susskind
2024	A	`conf`	Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? INTERSPEECH Zakaria Aldeneh, Takuya Higuchi, Jee-weon Jung, Skyler Seto, Tatiana Likhomanenko, Stephen Shum, Ahmed Hussen Abdelaziz, Shinji Watanabe, Barry-John Theobald
2024	J	`jnl`	Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? CoRR Zakaria Aldeneh, Takuya Higuchi, Jee-weon Jung, Skyler Seto, Tatiana Likhomanenko, Stephen Shum, Ahmed Hussen Abdelaziz, Shinji Watanabe, Barry-John Theobald
2024	J	`jnl`	Learning Spatially-Aware Language and Audio Embedding. CoRR Bhavika Devnani, Skyler Seto, Zakaria Aldeneh, Alessandro Toso, Elena Menyaylenko, Barry-John Theobald, Jonathan Sheaffer, Miguel Sarabia
2024	A*	`conf`	Learning Spatially-Aware Language and Audio Embeddings. NeurIPS Bhavika Devnani, Skyler Seto, Zakaria Aldeneh, Alessandro Toso, Elena Menyaylenko, Barry-John Theobald, Jonathan Sheaffer, Miguel Sarabia
2024	—	`conf`	On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization. EMNLP (Findings) Yong Lin, Skyler Seto, Maartje ter Hoeve, Katherine Metcalf, Barry-John Theobald, Xuan Wang, Yizhe Zhang, Chen Huang, Tong Zhang
2024	J	`jnl`	On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization. CoRR Yong Lin, Skyler Seto, Maartje ter Hoeve, Katherine Metcalf, Barry-John Theobald, Xuan Wang, Yizhe Zhang, Chen Huang, Tong Zhang
2024	A	`conf`	REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation. WACV Skyler Seto, Barry-John Theobald, Federico Danieli, Navdeep Jaitly, Dan Busbridge
2024	—	`conf`	Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling. ACL (1) Pratyush Maini, Skyler Seto, Richard He Bai, David Grangier, Yizhe Zhang, Navdeep Jaitly
2024	J	`jnl`	Rephrasing the Web: A Recipe for Compute and Data-Efficient Language Modeling. CoRR Pratyush Maini, Skyler Seto, He Bai, David Grangier, Yizhe Zhang, Navdeep Jaitly
2024	J	`jnl`	Task-Adaptive Pretrained Language Models via Clustered-Importance Sampling. CoRR David Grangier, Simin Fan, Skyler Seto, Pierre Ablin
2024	J	`jnl`	Training Bilingual LMs with Data Constraints in the Targeted Language. CoRR Skyler Seto, Maartje ter Hoeve, He Bai, Natalie Schluter, David Grangier
2023	Misc	`conf`	On the Role of LIP Articulation in Visual Speech Perception. ICASSP Zakaria Aldeneh, Masha Fedzechkina, Skyler Seto, Katherine Metcalf, Miguel Sarabia, Nicholas Apostoloff, Barry-John Theobald
2023	J	`jnl`	REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation. CoRR Skyler Seto, Barry-John Theobald, Federico Danieli, Navdeep Jaitly, Dan Busbridge
2023	A	`conf`	Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning. INTERSPEECH Miguel Sarabia, Elena Menyaylenko, Alessandro Toso, Skyler Seto, Zakaria Aldeneh, Shadi Pirhosseinloo, Luca Zappella, Barry-John Theobald, Nicholas Apostoloff, Jonathan Sheaffer
2023	J	`jnl`	Spatial LibriSpeech: An Augmented Dataset for Spatial Audio Learning. CoRR Miguel Sarabia, Elena Menyaylenko, Alessandro Toso, Skyler Seto, Zakaria Aldeneh, Shadi Pirhosseinloo, Luca Zappella, Barry-John Theobald, Nicholas Apostoloff, Jonathan Sheaffer
2022	J	`jnl`	FORML: Learning to Reweight Data for Fairness. CoRR Bobby Yan, Skyler Seto, Nicholas Apostoloff
2022	J	`jnl`	Towards a Perceptual Model for Estimating the Quality of Visual Speech. CoRR Zakaria Aldeneh, Masha Fedzechkina, Skyler Seto, Katherine Metcalf, Miguel Sarabia, Nicholas Apostoloff, Barry-John Theobald
2022	J	`jnl`	Understanding the Robustness of Multi-Exit Models under Common Corruptions. CoRR Akshay Mehra, Skyler Seto, Navdeep Jaitly, Barry-John Theobald
2021	A	`conf`	HALO: Learning to Prune Neural Networks with Shrinkage. SDM Skyler Seto, Martin T. Wells, Wenyu Zhang
2020	A	`conf`	CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context. IROS Wenyu Zhang, Skyler Seto, Devesh K. Jha
2020	J	`jnl`	CAZSL: Zero-Shot Regression for Pushing Models by Generalizing Through Context. CoRR Wenyu Zhang, Skyler Seto, Devesh K. Jha
2020	J	`jnl`	Hierarchical Adaptive Lasso: Learning Sparse Neural Networks with Shrinkage via Single Stage Training. CoRR Skyler Seto, Martin T. Wells, Wenyu Zhang
2015	—	`conf`	Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition. SSCI Skyler Seto, Wenyu Zhang, Yichen Zhou
2015	J	`jnl`	Multivariate Time Series Classification Using Dynamic Time Warping Template Selection for Human Activity Recognition. CoRR Skyler Seto, Wenyu Zhang, Yichen Zhou