Seto, Skyler

8 publications

ICML 2025 Proxy-FDA: Proxy-Based Feature Distribution Alignment for Fine-Tuning Vision Foundation Models Without Forgetting Chen Huang, Skyler Seto, Hadi Pouransari, Mehrdad Farajtabar, Raviteja Vemulapalli, Fartash Faghri, Oncel Tuzel, Barry-John Theobald, Joshua M. Susskind

ICML 2025 Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging Pierre Ablin, Angelos Katharopoulos, Skyler Seto, David Grangier

ICLRW 2025 Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging Pierre Ablin, Angelos Katharopoulos, Skyler Seto, David Grangier

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

NeurIPS 2024 Aggregate-and-Adapt Natural Language Prompts for Downstream Generalization of CLIP Chen Huang, Skyler Seto, Samira Abnar, David Grangier, Navdeep Jaitly, Josh 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

WACV 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

ICLRW 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