Li Shen

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 38

Top Topics

Volumetric Reconstruction

Action Recognition

Convolutional Neural Networks

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Image Process.

Publications

Fa-Ting Hong, Li Shen, Dan Xu
DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Shenao Zhang, Li Shen, Lei Han, Li Shen
Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning. CoLLAs (2023)
Sicong Tang, Guangyuan Wang, Qing Ran, Lingzhi Li, Li Shen, Ping Tan
High-Resolution Volumetric Reconstruction for Clothed Humans. ACM Trans. Graph. 42 (5) (2023)
Fa-Ting Hong, Li Shen, Dan Xu
DaGAN++: Depth-Aware Generative Adversarial Network for Talking Head Video Generation. CoRR (2023)
Shiyao Xu, Lingzhi Li, Li Shen, Zhouhui Lian
DeSRF: Deformable Stylized Radiance Field. CVPR Workshops (2023)
Yuesong Tian, Li Shen, Li Shen, Guinan Su, Zhifeng Li, Wei Liu
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Shiyao Xu, Lingzhi Li, Li Shen, Yifang Men, Zhouhui Lian
Your3dEmoji: Creating Personalized Emojis via One-shot 3D-aware Cartoon Avatar Synthesis. SIGGRAPH Asia Technical Communications (2022)
Congliang Chen, Li Shen, Wei Liu, Zhi-Quan Luo
Efficient-Adam: Communication-Efficient Distributed Adam with Complexity Analysis. CoRR (2022)
Congliang Chen, Li Shen, Fangyu Zou, Wei Liu
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. J. Mach. Learn. Res. 23 (2022)
Chaoyang He, Alay Dilipbhai Shah, Zhenheng Tang, Di Fan, Adarshan Naiynar Sivashunmugam, Keerti Bhogaraju, Mita Shimpi, Li Shen, Xiaowen Chu, Mahdi Soltanolkotabi, Salman Avestimehr
FedCV: A Federated Learning Framework for Diverse Computer Vision Tasks. CoRR (2021)
Han Huang, Li Shen, Chaoyang He, Weisheng Dong, Haozhi Huang, Guangming Shi
Lightweight Image Super-Resolution with Hierarchical and Differentiable Neural Architecture Search. CoRR (2021)
Shenao Zhang, Li Shen, Zhifeng Li, Wei Liu
Structure-Regularized Attention for Deformable Object Representation. CoRR (2021)
Congliang Chen, Jiawei Zhang, Li Shen, Peilin Zhao, Zhi-Quan Luo
Communication Efficient Primal-Dual Algorithm for Nonconvex Nonsmooth Distributed Optimization. AISTATS (2021)
Shenao Zhang, Li Shen, Lei Han, Li Shen
Learning Meta Representations for Agents in Multi-Agent Reinforcement Learning. CoRR (2021)
Congliang Chen, Li Shen, Hao-Zhi Huang, Wei Liu
Quantized Adam with Error Feedback. ACM Trans. Intell. Syst. Technol. 12 (5) (2021)
Congliang Chen, Li Shen, Fangyu Zou, Wei Liu
Towards Practical Adam: Non-Convexity, Convergence Theory, and Mini-Batch Acceleration. CoRR (2021)
Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Enhua Wu
Squeeze-and-Excitation Networks. IEEE Trans. Pattern Anal. Mach. Intell. 42 (8) (2020)
Yuesong Tian, Li Shen, Li Shen, Guinan Su, Zhifeng Li, Wei Liu
AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks. CoRR (2020)
Chaoyang He, Haishan Ye, Li Shen, Tong Zhang
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. CVPR (2020)
Chaoyang He, Songze Li, Jinhyun So, Mi Zhang, Hongyi Wang, Xiaoyang Wang, Praneeth Vepakomma, Abhishek Singh, Hang Qiu, Li Shen, Peilin Zhao, Yan Kang, Yang Liu, Ramesh Raskar, Qiang Yang, Murali Annavaram, Salman Avestimehr
FedML: A Research Library and Benchmark for Federated Machine Learning. CoRR (2020)
Chaoyang He, Haishan Ye, Li Shen, Tong Zhang
MiLeNAS: Efficient Neural Architecture Search via Mixed-Level Reformulation. CoRR (2020)
Congliang Chen, Li Shen, Haozhi Huang, Wei Liu
Quantized Adam with Error Feedback. CoRR (2020)
Li Shen, Peng Sun, Yitong Wang, Wei Liu, Tong Zhang
An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method. CoRR (2018)
Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Andrea Vedaldi
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks. CoRR (2018)
Weidi Xie, Li Shen, Andrew Zisserman
Comparator Networks. CoRR (2018)
Weidi Xie, Li Shen, Andrew Zisserman
Comparator Networks. ECCV (11) (2018)
Jie Hu, Li Shen, Samuel Albanie, Gang Sun, Andrea Vedaldi
Gather-Excite: Exploiting Feature Context in Convolutional Neural Networks. NeurIPS (2018)
Qiong Cao, Li Shen, Weidi Xie, Omkar M. Parkhi, Andrew Zisserman
VGGFace2: A Dataset for Recognising Faces across Pose and Age. FG (2018)
Jie Hu, Li Shen, Gang Sun
Squeeze-and-Excitation Networks. CVPR (2018)
Li Shen, Peng Sun, Yitong Wang, Wei Liu, Tong Zhang
An Algorithmic Framework of Variable Metric Over-Relaxed Hybrid Proximal Extra-Gradient Method. ICML (2018)
Jie Hu, Li Shen, Gang Sun
Squeeze-and-Excitation Networks. CoRR (2017)
Qiong Cao, Li Shen, Weidi Xie, Omkar M. Parkhi, Andrew Zisserman
VGGFace2: A dataset for recognising faces across pose and age. CoRR (2017)
Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie
Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks. CoRR (2016)
Li Shen, Zhouchen Lin, Qingming Huang
Relay Backpropagation for Effective Learning of Deep Convolutional Neural Networks. ECCV (7) (2016)
Wentao Zhu, Cuiling Lan, Junliang Xing, Wenjun Zeng, Yanghao Li, Li Shen, Xiaohui Xie
Co-Occurrence Feature Learning for Skeleton Based Action Recognition Using Regularized Deep LSTM Networks. AAAI (2016)
Li Shen, Gang Sun, Qingming Huang, Shuhui Wang, Zhouchen Lin, Enhua Wu
Multi-Level Discriminative Dictionary Learning With Application to Large Scale Image Classification. IEEE Trans. Image Process. 24 (10) (2015)
Li Shen, Gang Sun, Zhouchen Lin, Qingming Huang, Enhua Wu
Adaptive Sharing for Image Classification. IJCAI (2015)
Li Shen, Zhouchen Lin, Qingming Huang
Learning Deep Convolutional Neural Networks for Places2 Scene Recognition. CoRR (2015)
Li Shen, Gang Sun, Shuhui Wang, Enhua Wu, Qingming Huang
Sharing model with multi-level feature representations. ICIP (2014)
Li Shen, Shuhui Wang, Gang Sun, Shuqiang Jiang, Qingming Huang
Multi-level Discriminative Dictionary Learning towards Hierarchical Visual Categorization. CVPR (2013)