Doan, Thang

1. Leveraging exploration in off-policy algorithms via normalizing flows
   2019/05/16 by Bogdan Mazoure, Thang Doan, Mazoure, Bogdan +7 · 7 citations
   Computer Science · Physics and Astronomy · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Model Reduction and Neural Networks
2. Self-supervised Learning of Distance Functions for Goal-Conditioned Reinforcement Learning
   2019/07/05 by Srinivas Venkattaramanujam, Venkattaramanujam, Srinivas, Eric Crawford +5 · 4 citations
   Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
3. Generalisation Guarantees for Continual Learning with Orthogonal Gradient Descent
   2020/06/21 by Mehdi Bennani, Bennani, Mehdi Abbana, Thang Doan +3 · 4 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
4. Domain Adversarial Reinforcement Learning
   2021/02/14 by Li, Bonnie, François-Lavet, Vincent, Doan, Thang +1 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
5. GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients
   2023/08/01 by Behpour, Sima, Doan, Thang, Li, Xin +3 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Continual Learning Beyond a Single Model
   2022/02/20 by Thang Doan, Doan, Thang, Seyed Iman Mirzadeh +3 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
7. Building a Subspace of Policies for Scalable Continual Learning
   2022/11/18 by Jean-Baptiste Gaya, Gaya, Jean-Baptiste, Thang Doan +9 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
8. Regularized Inverse Reinforcement Learning
   2020/10/07 by Wonseok Jeon, Jeon, Wonseok, Chen‐Yang Su +9 · 1 citation
   Computer Science · Decision Sciences · #Adaptive Dynamic Programming Control #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
9. Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection
   2023/06/25 by Doan, Thang, Li, Xin, Behpour, Sima +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
10. USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation
    2024/06/07 by Xiaoqi Wang, Wenbin He, Wang, Xiaoqi +19 · 1 citation
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Radiomics and Machine Learning in Medical Imaging
11. A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets
    2024/03/10 by Thang Doan, Doan, Thang, Sima Behpour +9 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences