Search Results for author: Yixuan Ren

Found 3 papers, 1 papers with code

NeRV: Neural Representations for Videos

1 code implementation NeurIPS 2021 Hao Chen, Bo He, Hanyu Wang, Yixuan Ren, Ser-Nam Lim, Abhinav Shrivastava

In contrast, with NeRV, we can use any neural network compression method as a proxy for video compression, and achieve comparable performance to traditional frame-based video compression approaches (H. 264, HEVC \etc).

Denoising Neural Network Compression +2

StEP: Style-based Encoder Pre-training for Multi-modal Image Synthesis

no code implementations CVPR 2021 Moustafa Meshry, Yixuan Ren, Larry S Davis, Abhinav Shrivastava

Specifically, we pre-train a generic style encoder using a novel proxy task to learn an embedding of images, from arbitrary domains, into a low-dimensional style latent space.

Image Generation Translation

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