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Aug, 2023
零样本视频识别的正交时域插值
Orthogonal Temporal Interpolation for Zero-Shot Video Recognition
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Yan Zhu, Junbao Zhuo, Bin Ma, Jiajia Geng, Xiaoming Wei...
TL;DR
使用Feature Factorization和正交时间插值方法改善零样本视频识别任务,并通过在Kinetics-600、UCF101和HMDB51等数据集上的性能表现证明了OTI模型相较先前最先进的方法具有明显优势。
Abstract
zero-shot video recognition
(ZSVR) is a task that aims to recognize video categories that have not been seen during the model training process. Recently,
vision-language models
(VLMs) pre-trained on large-scale i
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