Jingyi Xu
- A Semantic Loss Function for Deep Learning with Symbolic Knowledge
2017/11/29 by Jingyi Xu, Xu, Jingyi, Zilu Zhang +7 · 20 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Topic Modeling
- Zero-shot Object Counting
2023/03/03 by Jingyi Xu, Hieu Lê, Xu, Jingyi +7 · 9 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Stream Mining Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- FedCorr: Multi-Stage Federated Learning for Label Noise Correction
2022/04/10 by Jingyi Xu, Zihan Chen, Xu, Jingyi +5 · 6 citations
Computer Science · #Machine Learning and Data Classification #Advanced Statistical Modeling Techniques
- Cam4DOcc: Benchmark for Camera-Only 4D Occupancy Forecasting in Autonomous Driving Applications
2023/11/29 by Junyi Ma, Ma, Junyi, Xieyuanli Chen +15 · 7 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Vehicle emissions and performance
- Generating Representative Samples for Few-Shot Classification
2022/05/05 by Jingyi Xu, Xu, Jingyi, Hieu Lê +1 · 6 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
- All Seeds Are Not Equal: Enhancing Compositional Text-to-Image Generation with Reliable Random Seeds
2024/11/27 by Shuangqi Li, Li, Shuangqi, Hieu Le +5 · 10 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 #Machine Learning (cs.LG)
- CVTNet: A Cross-View Transformer Network for Place Recognition Using LiDAR Data
2023/02/03 by Junyi Ma, Ma, Junyi, Guangming Xiong +5 · 4 citations
Engineering · Environmental Science · Computer Science · #Robotics and Sensor-Based Localization #Remote Sensing and LiDAR Applications #Video Surveillance and Tracking Methods
- SeqOT: A Spatial-Temporal Transformer Network for Place Recognition Using Sequential LiDAR Data
2022/09/16 by Junyi Ma, Xieyuanli Chen, Ma, Junyi +5 · 3 citations
Engineering · Computer Science · #Robotics and Sensor-Based Localization #Indoor and Outdoor Localization Technologies #Video Surveillance and Tracking Methods
- Diff-IP2D: Diffusion-Based Hand-Object Interaction Prediction on Egocentric Videos
2024/05/07 by Junyi Ma, Jingyi Xu, Ma, Junyi +5 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Pose and Action Recognition #Video Analysis and Summarization
- Counting Stacked Objects
2024/11/28 by Corentin Dumery, Noa Etté, Dumery, Corentin +11 · 4 citations
Computer Science · #Image Processing and 3D Reconstruction #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
- Pairwise-Constrained Implicit Functions for 3D Human Heart Modelling
2023/07/16 by Hieu Le, Hieu Van Le, Jingyi Xu +8 · 1 voice · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Human Pose and Action Recognition #cs.CV
- Importance-Based Token Merging for Efficient Image and Video Generation
2024/11/23 by Haoyu Wu, Jingyi Xu, Wu, Haoyu +5 · 5 citations
Social Sciences · #Access Control and Trust #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation
2024/03/15 by Jingyi Xu, Xu, Jingyi, Weidong Yang +11 · 2 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Probing Scientific General Intelligence of LLMs with Scientist-Aligned Workflows
2025/12/18 by Wanghan Xu, Yuhao Zhou, Xu, Wanghan +214 · 1 voice · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomedical Text Mining and Ontologies #Scientific Computing and Data Management #Topic Modeling #cs.AI #cs.CL #cs.LG
- Unfit for stranding assessment: a panel-scale multimodal-LLM audit of building-decarbonisation disclosure (BeDA)
2026/07/24 by Jingyi Xu, Minghui Cheng, Anchen Sun
#cs.CY #econ.GN #q-fin.EC #stat.AP