Creative Vision&Learning Group@PCA Lab

Publication

All

2024

Neural Garment Dynamic Super-Resolution
Neural Garment Dynamic Super-Resolution
Meng Zhang, Jun Li
SIGGRAPH Asia 2024 Conference Papers  ·  03 Dec 2024  ·  doi:10.1145/3680528.3687610
TP2O: Creative Text Pair-to-Object Generation Using Balance Swap-Sampling
TP2O: Creative Text Pair-to-Object Generation Using Balance Swap-Sampling
Jun Li, Zedong Zhang, Jian Yang
Lecture Notes in Computer Science  ·  03 Nov 2024  ·  doi:10.1007/978-3-031-73220-1_6
Garment Animation NeRF with Color Editing
Garment Animation NeRF with Color Editing
Renke Wang, Meng Zhang, Jun Li, Jian Yang
Computer Graphics Forum  ·  09 Oct 2024  ·  doi:10.1111/cgf.15178
Create Your World: Lifelong Text-to-Image Diffusion
Create Your World: Lifelong Text-to-Image Diffusion
Gan Sun, Wenqi Liang, Jiahua Dong, Jun Li, Zhengming Ding, Yang Cong
IEEE Transactions on Pattern Analysis and Machine Intelligence  ·  01 Sep 2024  ·  doi:10.1109/TPAMI.2024.3382753
Pedestrian Crossing Intention Prediction Based on Cross-Modal Transformer and Uncertainty-Aware Multi-Task Learning for Autonomous Driving
Pedestrian Crossing Intention Prediction Based on Cross-Modal Transformer and Uncertainty-Aware Multi-Task Learning for Autonomous Driving
Xiaobo Chen, Shilin Zhang, Jun Li, Jian Yang
IEEE Transactions on Intelligent Transportation Systems  ·  01 Sep 2024  ·  doi:10.1109/TITS.2024.3386689
Learnable differencing center for nighttime depth perception
Learnable differencing center for nighttime depth perception
Zhiqiang Yan, Yupeng Zheng, Deng-Ping Fan, Xiang Li, Jun Li, Jian Yang
Visual Intelligence  ·  19 Jun 2024  ·  doi:10.1007/s44267-024-00048-9
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space
MambaLLIE: Implicit Retinex-Aware Low Light Enhancement with Global-then-Local State Space
Jiangwei Weng, Zhiqiang Yan, Ying Tai, Jianjun Qian, Jian Yang, Jun Li
arXiv  ·  28 May 2024  ·  arxiv:2405.16105
Text2Avatar: Text to 3d Human Avatar Generation with Codebook-Driven Body Controllable Attribute
Text2Avatar: Text to 3d Human Avatar Generation with Codebook-Driven Body Controllable Attribute
Chaoqun Gong, Yuqin Dai, Ronghui Li, Achun Bao, Jun Li, Jian Yang, Yachao Zhang, Xiu Li
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  ·  14 Apr 2024  ·  doi:10.1109/ICASSP48485.2024.10446237
Exploring Multi-Modal Control in Music-Driven Dance Generation
Exploring Multi-Modal Control in Music-Driven Dance Generation
Ronghui Li, Yuqin Dai, Yachao Zhang, Jun Li, Jian Yang, Jie Guo, Xiu Li
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  ·  14 Apr 2024  ·  doi:10.1109/ICASSP48485.2024.10447825
Learning Complementary Correlations for Depth Super-Resolution With Incomplete Data in Real World
Learning Complementary Correlations for Depth Super-Resolution With Incomplete Data in Real World
Zhiqiang Yan, Kun Wang, Xiang Li, Zhenyu Zhang, Guangyu Li, Jun Li, Jian Yang
IEEE Transactions on Neural Networks and Learning Systems  ·  01 Apr 2024  ·  doi:10.1109/TNNLS.2022.3208330

2022

Autoencoder-Based Latent Block-Diagonal Representation for Subspace Clustering
Autoencoder-Based Latent Block-Diagonal Representation for Subspace Clustering
Yesong Xu, Shuo Chen, Jun Li, Zongyan Han, Jian Yang
IEEE Transactions on Cybernetics  ·  01 Jun 2022  ·  doi:10.1109/TCYB.2020.3031666
Learnable Subspace Clustering
Learnable Subspace Clustering
Jun Li, Hongfu Liu, Zhiqiang Tao, Handong Zhao, Yun Fu
IEEE Transactions on Neural Networks and Learning Systems  ·  01 Mar 2022  ·  doi:10.1109/TNNLS.2020.3040379

2019

Hierarchical Tracking by Reinforcement Learning-Based Searching and Coarse-to-Fine Verifying
Hierarchical Tracking by Reinforcement Learning-Based Searching and Coarse-to-Fine Verifying
Bineng Zhong, Bing Bai, Jun Li, Yulun Zhang, Yun Fu
IEEE Transactions on Image Processing  ·  01 May 2019  ·  doi:10.1109/TIP.2018.2885238

2018

Visual Representation and Classification by Learning Group Sparse Deep Stacking Network
Visual Representation and Classification by Learning Group Sparse Deep Stacking Network
Jun Li, Heyou Chang, Jian Yang, Wei Luo, Yun Fu
IEEE Transactions on Image Processing  ·  01 Jan 2018  ·  doi:10.1109/TIP.2017.2765833

2017

Deeply Learned View-Invariant Features for Cross-View Action Recognition
Deeply Learned View-Invariant Features for Cross-View Action Recognition
Yu Kong, Zhengming Ding, Jun Li, Yun Fu
IEEE Transactions on Image Processing  ·  01 Jun 2017  ·  doi:10.1109/TIP.2017.2696786

2016

Learning Fast Low-Rank Projection for Image Classification
Learning Fast Low-Rank Projection for Image Classification
Jun Li, Yu Kong, Handong Zhao, Jian Yang, Yun Fu
IEEE Transactions on Image Processing  ·  01 Oct 2016  ·  doi:10.1109/TIP.2016.2598654

2014

Continuous attractors of higher-order recurrent neural networks with infinite neurons
Continuous attractors of higher-order recurrent neural networks with infinite neurons
Jun Li, Jian Yang, Xiaotong Yuan, Zhaohua Hu
Neurocomputing  ·  01 May 2014  ·  doi:10.1016/j.neucom.2013.10.004