Tencent Cloud Developer
Jan 21, 2020 · Artificial Intelligence
Cold-Start Short Video Potential Prediction Using Siamese Networks
The paper proposes a Siamese‑based PredictionNet that combines EfficientB3 image and VGGish audio features with user metrics to predict a HotValue score for newly uploaded short videos, using a margin loss with view‑value‑aware pair selection, enabling tiered cold‑start exposure that boosts overall platform efficiency.
Machine LearningSiamese networkVideo Recommendation
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