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näkemys - Cross-modal Adaptation for Event-based Object Recognition
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
Proposing the EventDance framework for unsupervised cross-modal adaptation in event-based object recognition.
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition
提案されたEventDanceフレームワークは、画像からイベントへの適応を実現し、先行研究を凌駕する性能を示す。
Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition using Language-guided Reconstruction and Multi-representation Knowledge Transfer
EventDance++ tackles the challenging problem of cross-modal (image-to-events) adaptation for event-based recognition without accessing any labeled source image data. It leverages language-guided reconstruction-based modality bridging and multi-representation knowledge adaptation to effectively bridge the modality gap and transfer knowledge from image to event domains.
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