Crowley, Elliot J.
- Neural Architecture Search without Training
2020/06/08 by Joseph Mellor, Jack Turner, Mellor, Joseph +5 · 36 citations
Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
- PlainMamba: Improving Non-Hierarchical Mamba in Visual Recognition
2024/03/26 by Chenhongyi Yang, Zehui Chen, Yang, Chenhongyi +11 · 37 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Vehicle License Plate Recognition
- Generate Your Own Scotland: Satellite Image Generation Conditioned on Maps
2023/08/31 by Espinosa, Miguel, Crowley, Elliot J. · 8 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Plug and Play Active Learning for Object Detection
2022/11/21 by Chenhongyi Yang, Lichao Huang, Yang, Chenhongyi +3 · 5 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms
- BlockSwap: Fisher-guided Block Substitution for Network Compression on a\n Budget
2019/06/10 by Jack Turner, Turner, Jack, Elliot J. Crowley +7 · 3 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Algorithms and Data Compression #Blind Source Separation Techniques #Domain Adaptation and Few-Shot Learning #Error Correcting Code Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Neural Architecture Search as Program Transformation Exploration
2021/02/12 by Jack Turner, Elliot J. Crowley, Turner, Jack +3 · 2 citations
Computer Science · Mathematics · #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Tensor decomposition and applications
- GPViT: A High Resolution Non-Hierarchical Vision Transformer with Group Propagation
2022/12/13 by Chenhongyi Yang, Yang, Chenhongyi, Jiarui Xu +7 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Moonshine: Distilling with Cheap Convolutions
2017/11/07 by Elliot J. Crowley, Gavin Gray, Crowley, Elliot J. +3 · 1 citation
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- WidthFormer: Toward Efficient Transformer-based BEV View Transformation
2024/01/08 by Chenhongyi Yang, Yang, Chenhongyi, Tianwei Lin +5 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Video Surveillance and Tracking Methods
- There is no SAMantics! Exploring SAM as a Backbone for Visual Understanding Tasks
2024/11/22 by Miguel Espinosa, Chenhongyi Yang, Espinosa, Miguel +7 · 4 citations
Computer Science · #Data Visualization and Analytics #Semantic Web and Ontologies
- Prediction-Guided Distillation for Dense Object Detection
2022/03/10 by Chenhongyi Yang, Mateusz Ochal, Yang, Chenhongyi +5 · 1 citation
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Transferrable Surrogates in Expressive Neural Architecture Search Spaces
2025/04/17 by Qin, Shiwen, Kadlecová, Gabriela, Pilát, Martin +5 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- einspace: Searching for Neural Architectures from Fundamental Operations
2024/05/31 by Ericsson, Linus, Espinosa, Miguel, Yang, Chenhongyi +5 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- COP-GEN-Beta: Unified Generative Modelling of COPernicus Imagery Thumbnails
2025/04/11 by Espinosa, Miguel, Marsocci, Valerio, Jia, Yuru +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR)