Search Results for author: Johnathan Xie

Found 2 papers, 2 papers with code

Self-Guided Masked Autoencoders for Domain-Agnostic Self-Supervised Learning

1 code implementation22 Feb 2024 Johnathan Xie, Yoonho Lee, Annie S. Chen, Chelsea Finn

Self-supervised learning excels in learning representations from large amounts of unlabeled data, demonstrating success across multiple data modalities.

Property Prediction Self-Supervised Learning

Zero-shot Object Detection Through Vision-Language Embedding Alignment

1 code implementation24 Sep 2021 Johnathan Xie, Shuai Zheng

Recent approaches have shown that training deep neural networks directly on large-scale image-text pair collections enables zero-shot transfer on various recognition tasks.

Object object-detection +1

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