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Xavier Bresson

  1. A Generalization of Transformer Networks to Graphs
    2020/12/17 by Vijay Prakash Dwivedi, Xavier Bresson, Dwivedi, Vijay Prakash +1 · 58 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Topic Modeling #Machine Learning in Materials Science
  2. FMA: A Dataset For Music Analysis
    2016/12/06 by Michaël Defferrard, Kirell Benzi, Defferrard, Michaël +5 · 40 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Music Technology and Sound Studies #Diverse Musicological Studies
  3. The Transformer Network for the Traveling Salesman Problem
    2021/03/04 by Xavier Bresson, Thomas Laurent, Bresson, Xavier +1 · 1 voice · 4 citations
    #cs.LG
  4. Residual Gated Graph ConvNets
    2017/11/20 by Xavier Bresson, Bresson, Xavier, Thomas Laurent +1 · 36 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
  5. G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question Answering
    2024/02/12 by Xiaoxin He, Yijun Tian, He, Xiaoxin +13 · 42 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  6. Structured Sequence Modeling with Graph Convolutional Recurrent Networks
    2016/12/22 by Youngjoo Seo, Michaël Defferrard, Seo, Youngjoo +5 · 14 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  7. A Generalization of ViT/MLP-Mixer to Graphs
    2022/12/27 by Xiaoxin He, Bryan Hooi, He, Xiaoxin +8 · 9 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Cloud Computing and Resource Management
  8. Fast Global Minimization of the Active Contour/Snake Model
    2007/07/14 by Xavier Bresson, Selim Esedoḡlu, Selim Esedoḡlu +4 · 3 citations
    Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Mathematical Biology Tumor Growth #Medical Image Segmentation Techniques
  9. An Adaptive Total Variation Algorithm for Computing the Balanced Cut of\n a Graph
    2013/02/12 by Xavier Bresson, Thomas Laurent, Bresson, Xavier +5 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Complexity and Algorithms in Graphs #Privacy-Preserving Technologies in Data
  10. Multi-Graph Transformer for Free-Hand Sketch Recognition
    2019/12/24 by Peng Xu, Chaitanya K. Joshi, Xu, Peng +3 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG)
  11. GraphTSNE: A Visualization Technique for Graph-Structured Data
    2019/04/15 by Yao Yang Leow, Leow, Yao Yang, Thomas Laurent +3 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  12. On Learning Paradigms for the Travelling Salesman Problem
    2019/10/16 by Chaitanya K. Joshi, Joshi, Chaitanya K., Thomas Laurent +3 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics
  13. Feature Collapse
    2023/05/25 by Laurent, Thomas, James H. von Brecht, von Brecht, James H. +2 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  14. Graph Transformers for Large Graphs
    2023/12/18 by Vijay Prakash Dwivedi, Yozen Liu, Dwivedi, Vijay Prakash +9 · 1 citation
    Computer Science · Engineering · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Smart Cities and Technologies