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David W. Romero

  1. Meshtron: High-Fidelity, Artist-Like 3D Mesh Generation at Scale
    2024/12/12 by Zekun Hao, David W. Romero, Hao, Zekun +6 · 3 voices · 40 citations
    Computer Science · Engineering · #Architecture and Computational Design #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Interactive and Immersive Displays #cs.CV #cs.GR
  2. CKConv: Continuous Kernel Convolution For Sequential Data
    2021/02/04 by David W. Romero, Romero, David W., Anna Kuzina +7 · 12 citations
    Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
  3. Genome modeling and design across all domains of life with Evo 2
    2025/02/21 by Garyk Brixi, Matthew G. Durrant, Ja‐Lok Ku +49 · 1 voice · 37 citations
    Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · #CRISPR and Genetic Engineering #Chromosomal and Genetic Variations #Genomics and Phylogenetic Studies
  4. Learning Partial Equivariances from Data
    2021/10/19 by David W. Romero, Romero, David W., Suhas Lohit +1 · 8 citations
    Computer Science · Engineering · #AI in cancer detection #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Medical Imaging and Analysis
  5. Relaxing Equivariance Constraints with Non-stationary Continuous Filters
    2022/04/14 by Tycho F. A. van der Ouderaa, van der Ouderaa, Tycho F. A., David W. Romero +3 · 7 citations
    Materials Science · Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Topic Modeling #Machine Learning in Bioinformatics
  6. Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale
    2025/02/25 by Jerome Ku, Ku, Jerome, Eric Nguyen +29 · 1 voice · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.AI #cs.CL #cs.DC #cs.LG
  7. Fast, Expressive SE(n) Equivariant Networks through Weight-Sharing in Position-Orientation Space
    2023/10/04 by Erik J. Bekkers, Sharvaree Vadgama, Bekkers, Erik J +7 · 8 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Automated Road and Building Extraction #FOS: Computer and information sciences #FOS: Mathematics #Face recognition and analysis #Group Theory (math.GR) #Machine Learning (cs.LG)
  8. Attentive Group Equivariant Convolutional Networks
    2020/02/07 by David W. Romero, Romero, David W., Erik J. Bekkers +5 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  9. Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
    2023/10/28 by Stefano Massaroli, Massaroli, Stefano, Michael Poli +23 · 6 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Topic Modeling #electronic engineering #information engineering
  10. Towards a General Purpose CNN for Long Range Dependencies in ND
    2022/06/07 by David W. Romero, Romero, David W., David M. Knigge +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN
    2023/01/25 by David M. Knigge, David W. Romero, Knigge, David M. +13 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
  12. HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation
    2025/06/04 by Hermann Kumbong, Kumbong, Hermann, Xian Liu +14 · 7 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  13. Self-Supervised Detection of Perfect and Partial Input-Dependent Symmetries
    2023/12/19 by Alonso Urbano, Urbano, Alonso, David W. Romero +1 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG)