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Xueting Yan

2 accepted papers

2023

Learning Procedure-Aware Video Representation From Instructional Videos and Their Narrations

CVPR 2023poster

The abundance of instructional videos and their narrations over the Internet offers an exciting avenue for understanding procedural activities. In this work, we propose to learn video representation that encodes both action steps and their temporal ordering, based on a large-scale dataset of web ins…

2020

ClusterFit: Improving Generalization of Visual Representations

CVPR 2020poster

Pre-training convolutional neural networks with weakly-supervised and self-supervised strategies is becoming increasingly popular for several computer vision tasks. However, due to the lack of strong discriminative signals, these learned representations may overfit to the pre-training objective (e.g…

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