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Yuan-kui Li

2 accepted papers

2023

Contrastive Learning and Reward Smoothing for Deep Portfolio Management

IJCAI 2023poster

In this study, we used reinforcement learning (RL) models to invest assets in order to earn returns. The models were trained to interact with a simulated environment based on historical market data and learn trading strategies. However, using deep neural networks based on the returns of each period…

2022

Style-Structure Disentangled Features and Normalizing Flows for Diverse Icon Colorization

CVPR 2022poster

In this study, we present a colorization network that generates flat-color icons according to given sketches and semantic colorization styles. Specifically, our network contains a style-structure disentangled colorization module and a normalizing flow. The colorization module transforms a paired ske…

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