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
[PDF]

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
[PDF] [Supp]

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
[PDF]

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
[PDF]

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
[PDF]

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
[PDF]

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
[PDF]

Pruning 3D Filters For Accelerating 3D ConvNets
Zhenzhen Wang, Weixiang Hong, Yap-Peng Tan, Junsong Yuan
Published in IEEE Transactions on Multimedia (TMM), 2020
[PDF]

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
[PDF]

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
[PDF]

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
[PDF]

Distributed Composite Quantization (Oral)
Weixiang Hong, Jingjing Meng, Junsong Yuan
Published in AAAI Conference on Artificial Intelligence (AAAI), 2018
[PDF] [Supp] [Code]

Tensorized Projection for High-Dimensional Binary Embedding
Weixiang Hong, Jingjing Meng, Junsong Yuan
Published in AAAI Conference on Artificial Intelligence (AAAI), 2018
[PDF]

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
[PDF]

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
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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
[PDF]