Chen, Liqun
- Vision-Language Pre-Training with Triple Contrastive Learning
2022/02/21 by Jinyu Yang, Jiali Duan, Yang, Jinyu +15 · 12 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Contextualized Perturbation for Textual Adversarial Attack
2020/09/16 by Dianqi Li, Li, Dianqi, Yizhe Zhang +11 · 5 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning
2023/03/10 by Jiang, Qian, Chen, Changyou, Zhao, Han +6 · 7 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Wasserstein Contrastive Representation Distillation
2020/12/15 by Chen, Liqun, Wang, Dong, Gan, Zhe +3 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Unified Particle-Optimization Framework for Scalable Bayesian Sampling
2018/05/29 by Changyou Chen, Ruiyi Zhang, Chen, Changyou +7 · 7 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods
- Multi-modal Alignment using Representation Codebook
2022/02/28 by Jiali Duan, Li‐Qun Chen, Duan, Jiali +11 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Symmetric Variational Autoencoder and Connections to Adversarial Learning
2017/09/06 by Li‐Qun Chen, Shuyang Dai, Chen, Liqun +9 · 5 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications
- DriveEditor: A Unified 3D Information-Guided Framework for Controllable Object Editing in Driving Scenes
2024/12/27 by Yiyuan Liang, Liang, Yiyuan, Li‐Qun Chen +10 · 7 citations
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Image Processing and 3D Reconstruction
- Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE
2021/07/02 by Chen, Junya, Gan, Zhe, Li, Xuan +10 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Adversarial Symmetric Variational Autoencoder
2017/11/14 by Yunchen Pu, Pu, Yunchen, Weiyao Wang +11 · 2 citations
Computer Science · #Advanced Image Processing Techniques #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Improving Sequence-to-Sequence Learning via Optimal Transport
2019/01/18 by Li‐Qun Chen, Chen, Liqun, Yizhe Zhang +17 · 2 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- Triangle Generative Adversarial Networks
2017/09/19 by Gan, Zhe, Chen, Liqun, Wang, Weiyao +5 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A Physics-Informed Blur Learning Framework for Imaging Systems
2025/02/17 by Liqun Chen, Chen, Liqun, Yuxuan Li +7 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment
- Improving Textual Network Embedding with Global Attention via Optimal Transport
2019/06/05 by Li‐Qun Chen, Chen, Liqun, Guoyin Wang +15 · 1 citation
Computer Science · Psychology · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mental Health via Writing #Topic Modeling