Deep identity-aware transfer of facial attributes
Published in arXiv preprint, 2016
This paper propose the first identity-aware facial attribute editing model.
Download here
Posts by Collection
publications
Joint distance and similarity measure learning based on triplet-based constraints
Published in Information Sciences, 2017
Combine the distance and similarity for metric learning.
Download here
Learning convolutional networks for content-weighted image compression
Published in Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
This paper propose the first content-weighted deep learning framework for image compression.
Download here
Shift-Net: Image Inpainting via Deep Feature Rearrangement
Published in Proceedings of the European Conference on Computer Vision (ECCV), 2018
A new model for image inpainting.
Download here
Learning Content-Weighted Deep Image Compression
Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
This paper is about the modeling the connection between the image content and the region-wise code allocation scheme. It’s an extention of our CVPR paper.
Download here
Efficient and Effective Context-Based Convolutional Entropy Modelling for Image Compression
Published in IEEE Transactions on Image Processing (TIP), 2020
This paper propose a group context which enables parallel encoding and decoding inner groups for the 3D code block produced in DNN-based compression framework.
Download here
Similarity and diversity induced paired projection for cross-modal retrieval
Published in Information Sciences, 2020
Cross-modal retrieval.
Download here
Learning Context-Based Non-local Entropy Modeling for Image Compression
Published in IEEE Transactions on Neural Networks and Learning Systems, 2021
This paper explore the nolocal property of the code context for accuate entropy modeling.
Download here