Qi Xu
- GroundingGPT:Language Enhanced Multi-modal Grounding Model
2024/01/11 by Zhaowei Li, Li, Zhaowei, Qi Xu +21 · 33 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Constructing Deep Spiking Neural Networks from Artificial Neural Networks with Knowledge Distillation
2023/04/12 by Qi Xu, Yaxin Li, Xu, Qi +9 · 8 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks
2023/06/06 by Jiangrong Shen, Qi Xu, Shen, Jiangrong +9 · 6 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Neural dynamics and brain function #Ferroelectric and Negative Capacitance Devices
- Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning
2024/06/03 by Yaxin Li, Qi Xu, Li, Yaxin +9 · 7 citations
Engineering · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Modular Robots and Swarm Intelligence #Neural and Evolutionary Computing (cs.NE)
- Detecting Out-of-distribution Samples via Variational Auto-encoder with Reliable Uncertainty Estimation
2020/07/16 by Xuming Ran, Mingkun Xu, Ran, Xuming +7 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
- Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models
2025/05/30 by Shilin Xu, Yanwei Li, Xu, Shilin +19 · 10 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Deep Auto-encoder with Neural Response
2021/11/30 by Xuming Ran, Ran, Xuming, Jie Zhang +11 · 2 citations
Engineering · Neuroscience · #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function #Visual perception and processing mechanisms
- Underwater Object Detection in the Era of Artificial Intelligence: Current, Challenge, and Future
2024/10/08 by Long Chen, Yuzhi Huang, Chen, Long +13 · 4 citations
Earth and Planetary Sciences · Engineering · Environmental Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Underwater Acoustics Research #Underwater Vehicles and Communication Systems #Water Quality Monitoring Technologies
- Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency
2025/02/19 by Jiangrong Shen, Shen, Jiangrong, Qi Xu +5 · 4 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Neural Networks and Applications #Neural dynamics and brain function
- Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models
2024/11/14 by Wei Wang, Zhaowei Li, Wang, Wei +16 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- Optimal Individualized Treatment Rule for Combination Treatments Under Budget Constraints
2023/03/21 by Qi Xu, Xu, Qi, Haoda Fu +3 · 1 citation
Mathematics · #Statistical Methods in Clinical Trials #Statistical Methods and Inference #Advanced Causal Inference Techniques
- Biologically inspired structure learning with reverse knowledge distillation for spiking neural networks
2023/04/19 by Qi Xu, Yaxin Li, Xu, Qi +11 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning
2024/12/17 by Wenyao Ni, Ni, Wenyao, Jiangrong Shen +5 · 2 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #Neural Networks and Applications
- Hybrid Spiking Vision Transformer for Object Detection with Event Cameras
2025/05/12 by Qi Xu, Xu, Qi, Jie Deng +9 · 2 citations
Engineering · Neuroscience · #Advanced Memory and Neural Computing #Ferroelectric and Negative Capacitance Devices #EEG and Brain-Computer Interfaces
- Multi-View Incremental Learning with Structured Hebbian Plasticity for Enhanced Fusion Efficiency
2024/12/17 by Yuhong Chen, Chen, Yuhong, Ailin Song +13 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning
- Bigeminal Priors Variational auto-encoder
2020/10/05 by Xuming Ran, Mingkun Xu, Ran, Xuming +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing #Speech Recognition and Synthesis
- FSTA-SNN:Frequency-based Spatial-Temporal Attention Module for Spiking Neural Networks
2024/12/15 by Ke Yu, Tianqing Zhang, Yu, Kairong +5 · 1 citation
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function
- Multi-task Learning for Heterogeneous Data via Integrating Shared and Task-Specific Encodings
2025/05/30 by Yang Sui, Qi Xu, Sui, Yang +5 · 1 citation
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Methodology (stat.ME) #Speech Recognition and Synthesis
- Probabilistic Residual Learning for Online Recommendations
2026/07/23 by Wenyuan Wang, Yusong Zhao, Zihao Xu +11
#cs.IR #cs.AI #cs.LG