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WANG HongFa

2 accepted papers

2024

LanguageBind: Extending Video-Language Pretraining to N-modality by Language-based Semantic Alignment

ICLR 2024poster

The video-language (VL) pretraining has achieved remarkable improvement in multiple downstream tasks. However, the current VL pretraining framework is hard to extend to multiple modalities (N modalities, N ≥ 3) beyond vision and language. We thus propose LanguageBind, taking the language as the bind…

2022

Egocentric Video-Language Pretraining

NeurIPS 2022accept

Video-Language Pretraining (VLP), which aims to learn transferable representation to advance a wide range of video-text downstream tasks, has recently received increasing attention. Best performing works rely on large-scale, 3rd-person video-text datasets, such as HowTo100M. In this work, we exploit…