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Publications and Pre-prints

* denotes equal contribution

PERF: Panoramic Neural Radiance Field from a Single Panorama
Guangcong Wang*, Peng Wang*, Zhaoxi Chen, Wenping Wang, Chen Change Loy, Ziwei Liu
Technical Report, 2023
PDF Project Page Code Demo




PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation
Zhaoxi Chen, Fangzhou Hong, Haiyi Mei, Guangcong Wang, Lei Yang, Ziwei Liu
Neural Information Processing Systems (NeurIPS), 2023
PDF Project Page Code Demo




SparseNeRF: Distilling Depth Ranking for Few-shot Novel View Synthesis
Guangcong Wang, Zhaoxi Chen, Chen Change Loy, Ziwei Liu.
International Conference on Computer Vision (ICCV), 2023
PDF Project Page Code Demo




SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections

Zhaoxi Chen, Guangcong Wang, Ziwei Liu.
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
PDF Project Page Code Demo




Text2Light: Zero-Shot Text-Driven HDR Panorama Generation

Zhaoxi Chen, Guangcong Wang, Ziwei Liu.
ACM Transactions on Graphics (SIGGRAPH Asia), 2022

PDF Project Page Code Demo




StyleLight: HDR Panorama Generation for Lighting Estimation and Editing

Guangcong Wang, Yinuo Yang, Chen Change Loy, Ziwei Liu.
European Conference on Computer Vision (ECCV), 2022

PDF Project Page Code Demo




Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis

Long Zhuo, Guangcong Wang, Shikai Li, Wayne Wu, Ziwei Liu.
European Conference on Computer Vision (ECCV), 2022

PDF Project Page Code Demo




Solving Inefficiency of Self-supervised Representation Learning

Guangrun Wang, Keze Wang, Guangcong Wang, Philip Torr, Liang Lin.
International Conference on Computer Vision (ICCV), 2021

PDF Code arXiv




Homogeneous-to-Heterogeneous: Unsupervised Learning for RGB-Infrared Person Re-Identification

Wenqi Liang, Guangcong Wang, Jianhuang Lai, Xiaohua Xie.
IEEE Transactions on Image Processing (TIP), 2021

PDF




Joint Learning of Neural Transfer and Architecture Adaptation for Image Recognition

Guangrun Wang, Liang Lin, Rongcong Chen, Guangcong Wang, Jiqi Zhang.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021

PDF




Confidence-Guided Adaptive Gate and Dual Differential Enhancement for Video Salient Object Detection

Peijia Chen, Jianhuang Lai, Guangcong Wang, Xiaohua Xie.
IEEE International Conference on Multimedia and Expo (ICME), 2021 (oral)

PDF




Smoothing Adversarial Domain Attack and p-Memory Reconsolidation for Cross-Domain Person Re-Identification

Guangcong Wang, Jianhuang Lai, Wenqi Liang, Guangrun Wang.
Computer Vision and Pattern Recognition Conference (CVPR) , 2020

PDF




Weakly Supervised Person Re-identification: Cost-effective Learning with A New Benchmark

Guangrun Wang, Guangcong Wang, Xujie Zhang, Jianhuang Lai, Liang Lin.
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020

PDF Dataset, Code, Pretrained model




Grammatically Recognizing Images with Tree Convolution

Guangrun Wang, Guangcong Wang, Keze Wang, Xiaodan Liang, Liang Lin.
ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD), 2020

PDF Code




Spatial-Temporal Person Re-identification

Guangcong Wang, Jianhuang Lai, Peigen Huang and Xiaohua Xie.
The Association for the Advancement of Artificial Intelligence (AAAI), 2019

PDF Code arXiv




M2M-GAN: Many-to-Many Generative Adversarial Transfer Learning for Person Re-Identification

Wenqi Liang, Guangcong Wang, Jianhuang Lai.
ACTA AUTOMATICA SINICA, 2019

arXiv




Ocluded Person Re-identification

Jiaxuan Zhuo, Zeyu Chen, Jianhuang Lai, Guangcong Wang.
IEEE International Conference on Multimedia and Expo (ICME), 2021 (oral)

PDF Dataset




P2SNet: Can an Image Match a Video for Person Re-identification in an End-to-end Way

Guangcong Wang, Jianhuang Lai, Xiaohua Xie.
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018

PDF




Deep Growing Learning

Guangcong Wang, Xiaohua Xie, Jianhuang Lai, Jiaxuan Zhuo.
International Conference on Computer Vision (ICCV), 2017

PDF Code