64 citations · 79 across the 6 of their papers we have counts for
6 papers
Text/Speech-Driven Full-Body Animation
Wenlin Zhuang, Jinwei Qi, Peng Zhang +2
Due to the increasing demand in films and games, synthesizing 3D avatar animation has attracted much attention recently. In this work, we present a production-ready text/speech-dri…
Cross-media Multi-level Alignment with Relation Attention Network
Jinwei Qi, Yuxin Peng, Yuxin Yuan
With the rapid growth of multimedia data, such as image and text, it is a highly challenging problem to effectively correlate and retrieve the data of different media types. Natura…
CM-GANs: Cross-modal Generative Adversarial Networks for Common Representation Learning
Yuxin Peng, Jinwei Qi, Yuxin Yuan
It is known that the inconsistent distribution and representation of different modalities, such as image and text, cause the heterogeneity gap that makes it challenging to correlat…
Modality-specific Cross-modal Similarity Measurement with Recurrent Attention Network
Yuxin Peng, Jinwei Qi, Yuxin Yuan
Nowadays, cross-modal retrieval plays an indispensable role to flexibly find information across different modalities of data. Effectively measuring the similarity between different…
Cross-media Similarity Metric Learning with Unified Deep Networks
Jinwei Qi, Xin Huang, Yuxin Peng
As a highlighting research topic in the multimedia area, cross-media retrieval aims to capture the complex correlations among multiple media types. Learning better shared represent…
CCL: Cross-modal Correlation Learning with Multi-grained Fusion by Hierarchical Network
Yuxin Peng, Jinwei Qi, Xin Huang +1
Cross-modal retrieval has become a highlighted research topic for retrieval across multimedia data such as image and text. A two-stage learning framework is widely adopted by most…