Search Results for author: Jiren Zhu

Found 3 papers, 1 papers with code

Graph Neural Network based Agent in Google Research Football

no code implementations23 Apr 2022 Yizhan Niu, Jinglong Liu, Yuhao Shi, Jiren Zhu

Deep neural networks (DNN) can approximate value functions or policies for reinforcement learning, which makes the reinforcement learning algorithms more powerful.

Graph Neural Network Q-Learning +2

HiDDeN: Hiding Data With Deep Networks

6 code implementations ECCV 2018 Jiren Zhu, Russell Kaplan, Justin Johnson, Li Fei-Fei

We show that these encodings are competitive with existing data hiding algorithms, and further that they can be made robust to noise: our models learn to reconstruct hidden information in an encoded image despite the presence of Gaussian blurring, pixel-wise dropout, cropping, and JPEG compression.

Decoder

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