Neill D. F. Campbell

1. Hierarchical Subquery Evaluation for Active Learning on a Graph
   2015/04/30 by Oisin Mac Aodha, Mac Aodha, Oisin, Neill D. F. Campbell +5 · 3 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Text and Document Classification Technologies
2. Regularising Inverse Problems with Generative Machine Learning Models
   2021/07/22 by Margaret Duff, Duff, Margaret, Neill D. F. Campbell +3 · 4 citations
   Mathematics · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Numerical methods in inverse problems #Optimization and Control (math.OC) #electronic engineering #information engineering
3. Understanding Training-Data Leakage from Gradients in Neural Networks for Image Classification
   2021/11/19 by Cangxiong Chen, Neill D. F. Campbell, Chen, Cangxiong +1 · 2 citations
   Computer Science · Medicine · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
4. Likelihood-based Out-of-Distribution Detection with Denoising Diffusion Probabilistic Models
   2023/10/26 by Joseph Goodier, Neill D. F. Campbell, Goodier, Joseph +1 · 2 citations
   Computer Science · Mathematics · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Statistical Methods and Inference
5. Aligned Multi-Task Gaussian Process
   2021/10/29 by Olga Mikheeva, Mikheeva, Olga, Ieva Kazlauskaite +9 · 1 citation
   Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting
6. The Robust Semantic Segmentation UNCV2023 Challenge Results
   2023/09/27 by Xuanlong Yu, Yi Zuo, Yu, Xuanlong +70 · 1 citation
   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)
7. Black-box density function estimation using recursive partitioning
   2020/10/26 by Erik Bodin, Zhenwen Dai, Bodin, Erik +5 · 1 citation
   Computer Science · Engineering · #Control Systems and Identification #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications