Xinwei He
- LeViT-UNet: Make Faster Encoders with Transformer for Medical Image Segmentation
2021/07/19 by Guoping Xu, Xu, Guoping, Xingrong Wu +5 · 7 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging
- RelBench: A Benchmark for Deep Learning on Relational Databases
2024/07/29 by Joshua Robinson, Rishabh Ranjan, Robinson, Joshua +21 · 12 citations
Computer Science · #Artificial Intelligence (cs.AI) #Data Mining Algorithms and Applications #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Haar wavelet downsampling: A simple but effective downsampling module for semantic segmentation
2023/07/13 by Guoping Xu, Wentao Liao, Xuan Zhang +3 · 7 citations
Computer Science · #Advanced Neural Network Applications #Image Enhancement Techniques #Advanced Image and Video Retrieval Techniques
- PyG 2.0: Scalable Learning on Real World Graphs
2025/07/22 by Matthias Fey, Fey, Matthias, Sunil, Jinu +21 · 15 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- LATFormer: Locality-Aware Point-View Fusion Transformer for 3D Shape Recognition
2021/09/03 by Xinwei He, Silin Cheng, He, Xinwei +9 · 2 citations
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- Triplet-Center Loss for Multi-View 3D Object Retrieval
2018/03/16 by Xinwei He, He, Xinwei, Yang Zhou +6 · 3 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Robotics and Sensor-Based Localization
- ContextGNN: Beyond Two-Tower Recommendation Systems
2024/11/29 by Yiwen Yuan, Yuan, Yiwen, Zecheng Zhang +23 · 4 citations
Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning in Healthcare #Recommender Systems and Techniques
- mvn2vec: Preservation and Collaboration in Multi-View Network Embedding
2018/01/19 by Yu Shi, Shi, Yu, Fangqiu Han +11 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Social and Information Networks (cs.SI)
- A Discrepancy Aware Framework for Robust Anomaly Detection
2023/10/11 by Yuxuan Cai, Cai, Yuxuan, Dingkang Liang +9 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
- WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and Segmentation
2025/05/24 by Yang Liu, Liu, Yang, Silin Cheng +9 · 4 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling