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multimodal analysis

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iQIYI Technical Product Team
iQIYI Technical Product Team
Jul 10, 2020 · Artificial Intelligence

Video Highlight Analysis Technology Framework

iQIYI’s video highlight analysis framework combines a large supervised dataset, deep label distribution learning, multi‑task training with a canonical‑correlated autoencoder, and a weakly supervised ranking model enhanced by confidence weighting and graph convolution, then fuses these signals to improve highlight detection accuracy.

Weak Supervisiondeep learninggraph convolutional networks
0 likes · 17 min read
Video Highlight Analysis Technology Framework
iQIYI Technical Product Team
iQIYI Technical Product Team
Apr 3, 2020 · Artificial Intelligence

Common Video Advertising Algorithms: An Experience Sharing Session

Leveraging AI to analyze visual, audio, and textual cues, this guide details how video ads—pre‑, mid‑, post‑roll, overlays, and product placements—are recognized, generated, and optimized for usefulness, naturalness, and prominence through multimodal pipelines, algorithmic representations, and a scalable delivery architecture.

AI algorithmsad placementcontent understanding
0 likes · 21 min read
Common Video Advertising Algorithms: An Experience Sharing Session