Ren, Pengzhen
- A Survey of Deep Active Learning
2020/08/30 by Ren, Pengzhen, Xiao, Yun, Chang, Xiaojun +5 · 50 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
2020/06/01 by Pengzhen Ren, Yun Xiao, Ren, Pengzhen +11 · 32 citations
Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
- ViewCo: Discovering Text-Supervised Segmentation Masks via Multi-View Semantic Consistency
2023/01/31 by Pengzhen Ren, Changlin Li, Ren, Pengzhen +13 · 7 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- OV-DINO: Unified Open-Vocabulary Detection with Language-Aware Selective Fusion
2024/07/10 by Hao Wang, Wang, Hao, Pengzhen Ren +18 · 11 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- MixReorg: Cross-Modal Mixed Patch Reorganization is a Good Mask Learner for Open-World Semantic Segmentation
2023/08/09 by Kaixin Cai, Pengzhen Ren, Cai, Kaixin +13 · 3 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- Surfer: Progressive Reasoning with World Models for Robotic Manipulation
2023/06/20 by Pengzhen Ren, Ren, Pengzhen, Kaidong Zhang +13 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO)
- InfiniteWorld: A Unified Scalable Simulation Framework for General Visual-Language Robot Interaction
2024/12/08 by Pengzhen Ren, Ren, Pengzhen, Min Li +32 · 6 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO) #Robotics and Automated Systems
- Unsupervised Person Re-Identification: A Systematic Survey of Challenges and Solutions
2021/09/01 by Lin, Xiangtan, Ren, Pengzhen, Yeh, Chung-Hsing +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- PIVOT-R: Primitive-Driven Waypoint-Aware World Model for Robotic Manipulation
2024/10/14 by Kaidong Zhang, Zhang, Kaidong, Pengzhen Ren +11 · 4 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Person Search Challenges and Solutions: A Survey
2021/05/01 by Xiangtan Lin, Lin, Xiangtan, Pengzhen Ren +7 · 1 citation
Computer Science · Social Sciences · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
- CapDet: Unifying Dense Captioning and Open-World Detection Pretraining
2023/03/04 by Long, Yanxin, Wen, Youpeng, Han, Jianhua +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- RoBridge: A Hierarchical Architecture Bridging Cognition and Execution for General Robotic Manipulation
2025/05/03 by Zhang, Kaidong, Xu, Rongtao, Ren, Pengzhen +4 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)