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cs.CV2023
Towards Debiasing Frame Length Bias in Text-Video Retrieval via Causal Intervention
Burak Satar, Hongyuan Zhu, Hanwang Zhang +1
Many studies focus on improving pretraining or developing new backbones in text-video retrieval. However, existing methods may suffer from the learning and inference bias issue, as…
cs.CV2023
An Overview of Challenges in Egocentric Text-Video Retrieval
Burak Satar, Hongyuan Zhu, Hanwang Zhang +1
Text-video retrieval contains various challenges, including biases coming from diverse sources. We highlight some of them supported by illustrations to open a discussion. Besides,…