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Xuanyi Zhao

2 accepted papers

2025

Benchmarking Egocentric Multimodal Goal Inference for Assistive Wearable Agents

NeurIPS 2025spotlight

There has recently been a surge of interest in Wearable Assistant Agents: agents embodied in a wearable form factor such as smart glasses, who can take actions toward a user’s stated goal — a high-level language-expressed command such as “where did I leave my keys?”, “Text Alice I will be late”, or…

Cited by 0SourceScholar
2021

Group-Sparse Matrix Factorization for Transfer Learning of Word Embeddings

ICML 2021spotlight

Sparse regression has recently been applied to enable transfer learning from very limited data. We study an extension of this approach to unsupervised learning—in particular, learning word embeddings from unstructured text corpora using low-rank matrix factorization. Intuitively, when transferring w…