Romero, David W.
- Meshtron: High-Fidelity, Artist-Like 3D Mesh Generation at Scale
2024/12/12 by Zekun Hao, David W. Romero, Hao, Zekun +6 · 3 voices · 27 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
- Cosmos-Reason1: From Physical Common Sense To Embodied Reasoning
2025/03/18 by NVIDIA, :, Azzolini, Alisson +51 · 43 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
- CKConv: Continuous Kernel Convolution For Sequential Data
2021/02/04 by David W. Romero, Anna Kuzina, Romero, David W. +7 · 9 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)
- Learning Partial Equivariances from Data
2021/10/19 by Romero, David W., Lohit, Suhas · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Systems and Algorithms for Convolutional Multi-Hybrid Language Models at Scale
2025/02/25 by Jerome Ku, Eric Nguyen, Ku, Jerome +29 · 1 voice · 5 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
- Relaxing Equivariance Constraints with Non-stationary Continuous Filters
2022/04/14 by Tycho F. A. van der Ouderaa, David W. Romero, van der Ouderaa, Tycho F. A. +3 · 4 citations
Materials Science · Computer Science · Biochemistry, Genetics and Molecular Biology · #Machine Learning in Materials Science #Topic Modeling #Machine Learning in Bioinformatics
- Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
2023/10/28 by Stefano Massaroli, Michael Poli, Massaroli, Stefano +23 · 5 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
- Towards a General Purpose CNN for Long Range Dependencies in ND
2022/06/07 by David W. Romero, David M. Knigge, Romero, David W. +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)
- Attentive Group Equivariant Convolutional Networks
2020/02/07 by David W. Romero, Erik J. Bekkers, Romero, David W. +5 · 2 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- HMAR: Efficient Hierarchical Masked Auto-Regressive Image Generation
2025/06/04 by Hermann Kumbong, Kumbong, Hermann, Xian Liu +14 · 6 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)
- FlexConv: Continuous Kernel Convolutions with Differentiable Kernel Sizes
2021/10/15 by Romero, David W., Bruintjes, Robert-Jan, Tomczak, Jakub M. +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Modelling Long Range Dependencies in ND: From Task-Specific to a General Purpose CNN
2023/01/25 by Knigge, David M., Romero, David W., Gu, Albert +5 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences