Z
Ziwei Liu
Researcher at Nanyang Technological University
Publications - 189
Citations - 27777
Ziwei Liu is an academic researcher from Nanyang Technological University. The author has contributed to research in topics: Computer science & Segmentation. The author has an hindex of 39, co-authored 140 publications receiving 16870 citations. Previous affiliations of Ziwei Liu include Massachusetts Institute of Technology & The Chinese University of Hong Kong.
Papers
More filters
Proceedings ArticleDOI
Deep Learning Face Attributes in the Wild
TL;DR: A novel deep learning framework for attribute prediction in the wild that cascades two CNNs, LNet and ANet, which are fine-tuned jointly with attribute tags, but pre-trained differently.
Journal ArticleDOI
Dynamic Graph CNN for Learning on Point Clouds
TL;DR: This work proposes a new neural network module suitable for CNN-based high-level tasks on point clouds, including classification and segmentation called EdgeConv, which acts on graphs dynamically computed in each layer of the network.
Posted Content
Deep Learning Face Attributes in the Wild
TL;DR: Zhang et al. as mentioned in this paper proposed a novel deep learning framework for attribute prediction in the wild, which cascades two CNNs, LNet and ANet, which are fine-tuned jointly with attribute tags, but pre-trained differently.
Proceedings ArticleDOI
DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations
TL;DR: This work introduces DeepFashion1, a large-scale clothes dataset with comprehensive annotations, and proposes a new deep model, namely FashionNet, which learns clothing features by jointly predicting clothing attributes and landmarks.
Posted Content
MMDetection: Open MMLab Detection Toolbox and Benchmark.
Kai Chen,Jiaqi Wang,Jiangmiao Pang,Yuhang Cao,Yu Xiong,Xiaoxiao Li,Shuyang Sun,Wansen Feng,Ziwei Liu,Jiarui Xu,Zheng Zhang,Dazhi Cheng,Chenchen Zhu,Tianheng Cheng,Qijie Zhao,Buyu Li,Xin Lu,Rui Zhu,Yue Wu,Jifeng Dai,Jingdong Wang,Jianping Shi,Wanli Ouyang,Chen Change Loy,Dahua Lin +24 more
TL;DR: This paper presents MMDetection, an object detection toolbox that contains a rich set of object detection and instance segmentation methods as well as related components and modules, and conducts a benchmarking study on different methods, components, and their hyper-parameters.