Search Results for author: Yu Dong

Found 10 papers, 3 papers with code

WaveDM: Wavelet-Based Diffusion Models for Image Restoration

1 code implementation23 May 2023 Yi Huang, Jiancheng Huang, Jianzhuang Liu, Mingfu Yan, Yu Dong, Jiaxi Lv, Chaoqi Chen, Shifeng Chen

Latest diffusion-based methods for many image restoration tasks outperform traditional models, but they encounter the long-time inference problem.

Deblurring Denoising +2

A unified front-end framework for English text-to-speech synthesis

no code implementations18 May 2023 Zelin Ying, Chen Li, Yu Dong, Qiuqiang Kong, Qiao Tian, YuanYuan Huo, Yuxuan Wang

The front-end is a critical component of English text-to-speech (TTS) systems, responsible for extracting linguistic features that are essential for a text-to-speech model to synthesize speech, such as prosodies and phonemes.

Speech Synthesis Text-To-Speech Synthesis

GypSum: Learning Hybrid Representations for Code Summarization

1 code implementation26 Apr 2022 Yu Wang, Yu Dong, Xuesong Lu, Aoying Zhou

Current deep learning models for code summarization generally follow the principle in neural machine translation and adopt the encoder-decoder framework, where the encoder learns the semantic representations from source code and the decoder transforms the learnt representations into human-readable text that describes the functionality of code snippets.

Code Summarization Graph Attention +3

A Multi-user Oriented Live Free-viewpoint Video Streaming System Based On View Interpolation

no code implementations20 Dec 2021 Jingchuan Hu, Shuai Guo, Kai Zhou, Yu Dong, Jun Xu, Li Song

As an important application form of immersive multimedia services, free-viewpoint video(FVV) enables users with great immersive experience by strong interaction.

New Perspective on Progressive GANs Distillation for One-class Novelty Detection

no code implementations15 Sep 2021 Zhiwei Zhang, Yu Dong, Hanyu Peng, Shifeng Chen

One-class novelty detection is conducted to identify anomalous instances, with different distributions from the expected normal instances.

Generative Adversarial Network Knowledge Distillation +1

A LiDAR Assisted Control Module with High Precision in Parking Scenarios for Autonomous Driving Vehicle

no code implementations2 May 2021 Xin Xu, Yu Dong, Fan Zhu

For example, humans are good at interactive tasks (while autonomous driving systems usually do not), but we are often incompetent for tasks with strict precision demands.

Autonomous Driving

Metapaths guided Neighbors aggregated Network for?Heterogeneous Graph Reasoning

no code implementations11 Mar 2021 Bang Lin, Xiuchong Wang, Yu Dong, Chengfu Huo, Weijun Ren, Chuanyu Xu

Specially, MHN employs node base embedding to encapsulate node attributes, BFS and DFS neighbors aggregation within a metapath to capture local and global information, and metapaths aggregation to combine different semantics of the heterogeneous graph.

Graph Embedding Link Prediction +2

FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing

no code implementations20 Jan 2020 Yu Dong, Yihao Liu, He Zhang, Shifeng Chen, Yu Qiao

With the proposed Fusion-discriminator which takes frequency information as additional priors, our model can generator more natural and realistic dehazed images with less color distortion and fewer artifacts.

Image Dehazing Single Image Dehazing

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