Search Results for author: Junyan Yang

Found 3 papers, 1 papers with code

Enhancement or Super-Resolution: Learning-based Adaptive Video Streaming with Client-Side Video Processing

no code implementations20 Jan 2022 Junyan Yang, Yang Jiang, Shuoyao Wang

As video streaming quality is mainly affected by video compression, we demonstrate that the video enhancement algorithm outperforms the super-resolution algorithm in terms of signal-to-noise ratio and frames per second, suggesting a better solution for client processing in video streaming.

Super-Resolution Video Compression +1

Learning Geo-Contextual Embeddings for Commuting Flow Prediction

1 code implementation4 May 2020 Zhicheng Liu, Fabio Miranda, Weiting Xiong, Junyan Yang, Qiao Wang, Claudio T. Silva

Then, an attention mechanism is proposed based on the framework of graph attention network (GAT) to capture the spatial correlations and encode geographic contextual information to embedding space.

Graph Attention Graph Embedding

Cannot find the paper you are looking for? You can Submit a new open access paper.