Youku Technology
Jul 5, 2022 · Artificial Intelligence
Enlarging the Long-time Dependencies via RL-based Memory Network in Movie Affective Analysis
The paper introduces a reinforcement‑learning‑driven memory network that stores and updates historical video information via DDPG, overcoming LSTM/Transformer limitations on long‑duration movie sequences, and achieves state‑of‑the‑art affective prediction on LIRIS‑ACCEDE and related datasets, with real‑world deployments in AI content inspection and film‑element knowledge graphs.
Memory NetworkReinforcement Learninglong-term dependencies
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