2024

Training Object Detectors from Scratch: An Empirical Study in the Era of Vision Transformer

Weixiang Hong, Wang Ren, Jiangwei Lao, Lele Xie, Liheng Zhong, Jian Wang, Jingdong Chen, Honghai Liu, Wei Chu

Published in International Journal of Computer Vision (IJCV), 2024

2023

Simultaneously Short- and Long-Term Temporal Modeling for Semi-Supervised Video Semantic Segmentation

Jiangwei Lao, Weixiang Hong, Xin Guo, Yingying Zhang, Jian Wang, Jingdong Chen, Wei Chu

Published in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023

2022

Training Object Detectors from Scratch: An Empirical Study in the Era of Vision Transformer

Weixiang Hong, Jiangwei Lao, Wang Ren, Jian Wang, Jingdong Chen, Wei Chu

Published in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022

CRET: Cross-Modal Retrieval Transformer for Efficient Text-Video Retrieval

Kaixiang Ji, Jiajia Liu, Weixiang Hong, Jian Wang, Jingdong Chen, Wei Chu

Published in ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022

2021

LPSNet: A Lightweight Solution for Fast Panoptic Segmentation

Weixiang Hong, Qingpei Guo, Wei Zhang, Jingdong Chen, Wei Chu

Published in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

GilBERT: Generative Vision-Language Pre-Training for Image-Text Retrieval

Weixiang Hong, Kaixiang Ji, Jiajia Liu, Jian Wang, Jingdong Chen, Wei Chu

Published in ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021

2020

Asymmetric Mapping Quantization for Nearest Neighbor Search

Weixiang Hong, Xueyan Tang, Jingjing Meng, Junsong Yuan

Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020

Pruning 3D Filters For Accelerating 3D ConvNets

Zhenzhen Wang, Weixiang Hong, Yap-Peng Tan, Junsong Yuan

Published in IEEE Transactions on Multimedia (TMM), 2020

Image Hashing via Linear Discriminant Learning

Weixiang Hong, Yu-Ting Chang, Haifang Qin, Wei-Chih Hung, Yi-Hsuan Tsai, Ming-Hsuan Yang

Published in IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2020

2019

A Top-Down Unified Framework for Instance-level Human Parsing

Haifang Qin, Weixiang Hong, Wei-Chih Hung, Yi-Hsuan Tsai, Ming-Hsuan Yang

Published in British Machine Vision Conference (BMVC), 2019

2018

Conditional Generative Adversarial Network for Structured Domain Adaptation

Weixiang Hong, Zhenzhen Wang, Ming Yang, Junsong Yuan

Published in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018

Distributed Composite Quantization (Oral)

Weixiang Hong, Jingjing Meng, Junsong Yuan

Published in AAAI Conference on Artificial Intelligence (AAAI), 2018

Tensorized Projection for High-Dimensional Binary Embedding

Weixiang Hong, Jingjing Meng, Junsong Yuan

Published in AAAI Conference on Artificial Intelligence (AAAI), 2018

Fried Binary Embedding: From High-Dimensional Visual Features to High-Dimensional Binary Codes

Weixiang Hong, Junsong Yuan

Published in IEEE Transaction on Image Processing (TIP), 2018

2017

Fried Binary Embedding for High-Dimensional Visual Features

Weixiang Hong, Junsong Yuan, Das Bhattacharjee Sreyasee

Published in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017

2016

Query Adaptive Instance Search using Object Sketches

Das Bhattacharjee Sreyasee, Junsong Yuan, Weixiang Hong, Xiang Ruan

Published in ACM International Conference on Multimedia (ACM MM), Full paper, 2016