Search Results - "Gou, Yuanbiao"

You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network by Li, Boyun, Gou, Yuanbiao, Gu, Shuhang, Liu, Jerry Zitao, Zhou, Joey Tianyi, Peng, Xi

“…In this paper, we study two challenging and less-touched problems in single image dehazing, namely, how to make deep learning achieve image dehazing without…”
Get full text

Dual Contrastive Prediction for Incomplete Multi-View Representation Learning by Lin, Yijie, Gou, Yuanbiao, Liu, Xiaotian, Bai, Jinfeng, Lv, Jiancheng, Peng, Xi

“…In this article, we propose a unified framework to solve the following two challenging problems in incomplete multi-view representation learning: i) how to…”
Get full text

Zero-Shot Image Dehazing by Li, Boyun, Gou, Yuanbiao, Liu, Jerry Zitao, Zhu, Hongyuan, Zhou, Joey Tianyi, Peng, Xi

“…In this paper, we study two less-touched challenging problems in single image dehazing neural networks, namely, how to remove haze from a given image in an…”
Get full text

COMPLETER: Incomplete Multi-view Clustering via Contrastive Prediction by Lin, Yijie, Gou, Yuanbiao, Liu, Zitao, Li, Boyun, Lv, Jiancheng, Peng, Xi

“…In this paper, we study two challenging problems in incomplete multi-view clustering analysis, namely, i) how to learn an informative and consistent…”
Get full text

Rethinking Image Super Resolution from Long-Tailed Distribution Learning Perspective by Gou, Yuanbiao, Hu, Peng, Lv, Jiancheng, Zhu, Hongyuan, Peng, Xi

“…Existing studies have empirically observed that the resolution of the low-frequency region is easier to enhance than that of the high-frequency one. Although…”
Get full text

Comprehensive and Delicate: An Efficient Transformer for Image Restoration by Zhao, Haiyu, Gou, Yuanbiao, Li, Boyun, Peng, Dezhong, Lv, Jiancheng, Peng, Xi

“…Vision Transformers have shown promising performance in image restoration, which usually conduct window- or channel-based attention to avoid intensive…”
Get full text

Hierarchical Sparse Representation Clustering for High-Dimensional Data Streams by Chen, Jie, Mao, Hua, Gou, Yuanbiao, Peng, Xi

“…Data stream clustering reveals patterns within continuously arriving, potentially unbounded data sequences. Numerous data stream algorithms have been proposed…”
Get full text

Test-Time Degradation Adaptation for Open-Set Image Restoration by Gou, Yuanbiao, Zhao, Haiyu, Li, Boyun, Xiao, Xinyan, Peng, Xi

“…In contrast to close-set scenarios that restore images from a predefined set of degradations, open-set image restoration aims to handle the unknown…”
Get full text

Relationship Quantification of Image Degradations by Wang, Wenxin, Li, Boyun, Gou, Yuanbiao, Hu, Peng, Zuo, Wangmeng, Peng, Xi

“…In this paper, we study two challenging but less-touched problems in image restoration, namely, i) how to quantify the relationship between image degradations…”
Get full text

Multi-Scale Adaptive Network for Single Image Denoising by Gou, Yuanbiao, Hu, Peng, Lv, Jiancheng, Zhou, Joey Tianyi, Peng, Xi

“…the Thirty-Sixth Annual Conference on Neural Information Processing Systems (NeurIPS 2022) Multi-scale architectures have shown effectiveness in a variety of…”
Get full text

You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network by Li, Boyun, Gou, Yuanbiao, Gu, Shuhang, Liu, Jerry Zitao, Zhou, Joey Tianyi, Peng, Xi

“…In this paper, we study two challenging and less-touched problems in single image dehazing, namely, how to make deep learning achieve image dehazing without…”
Get full text