Gregory Canal

1. Feed Two Birds with One Scone: Exploiting Wild Data for Both Out-of-Distribution Generalization and Detection
   2023/06/15 by Haoyue Bai, Bai, Haoyue, Gregory Canal +9 · 7 citations
   Computer Science · Environmental Science · #Anomaly Detection Techniques and Applications #Time Series Analysis and Forecasting #Hydrological Forecasting Using AI
2. LabelBench: A Comprehensive Framework for Benchmarking Adaptive Label-Efficient Learning
   2023/06/16 by Jifan Zhang, Zhang, Jifan, Yifang Chen +16 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
3. Variational Autoencoder with Learned Latent Structure
   2020/06/18 by Marissa Connor, Gregory Canal, Connor, Marissa C. +3 · 2 citations
   Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Active embedding search via noisy paired comparisons
   2019/05/10 by Gregory Canal, Canal, Gregory H., Andrew K. Massimino +5 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Image and Video Retrieval Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
5. Generative causal explanations of black-box classifiers
   2020/06/24 by Matthew O’Shaughnessy, O'Shaughnessy, Matthew, Gregory Canal +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification