Jan-Willem van de Meent
- An Introduction to Probabilistic Programming
2018/09/27 by Jan-Willem van de Meent, Brooks Paige, van de Meent, Jan-Willem +5 · 4 voices · 10 citations
#stat.ML #cs.AI #cs.LG #cs.PL
- Learning Disentangled Representations with Semi-Supervised Deep Generative Models
2017/06/01 by Siddharth, N., Brooks Paige, Paige, Brooks +12 · 12 citations
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Variational Flow Matching for Graph Generation
2024/06/07 by Floor Eijkelboom, Grigory Bartosh, Eijkelboom, Floor +8 · 1 voice · 13 citations
Computer Science · #Data Stream Mining Techniques #Reinforcement Learning in Robotics #Artificial Intelligence in Games
- Erwin: A Tree-based Hierarchical Transformer for Large-scale Physical Systems
2025/02/24 by Maksim Zhdanov, Max Welling, Zhdanov, Maksim +3 · 3 voices · 9 citations
Computer Science · #Neural Networks and Applications
- One-shot Imitation Learning via Interaction Warping
2023/06/21 by Ondřej Bíža, Biza, Ondrej, Skye Thompson +17 · 5 citations
Computer Science · Engineering · #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Robotics (cs.RO)
- Structured Disentangled Representations
2018/04/06 by Babak Esmaeili, Hao Wu, Esmaeili, Babak +14 · 3 citations
Computer Science · #Artificial Intelligence in Games #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Learning Neural Free-Energy Functionals with Pair-Correlation Matching
2025/02/07 by J.G. Dijkman, Marjolein Dijkstra, René van Roij +3 · 1 voice · 4 citations
Computer Science · Materials Science · Engineering · #Neural Networks and Applications #Machine Learning in Materials Science #Hydrocarbon exploration and reservoir analysis
- Enhancing Few-Shot Image Classification with Unlabelled Examples
2020/06/17 by Peyman Bateni, Jarred Barber, Bateni, Peyman +5 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research #Multimodal Machine Learning Applications
- CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models
2023/02/23 by Denis Jered McInerney, McInerney, Denis Jered, Geoffrey S. Young +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
- Inducing Interpretable Representations with Variational Autoencoders
2016/11/22 by Siddharth, N., Brooks Paige, Alban Desmaison +12 · 1 citation
Computer Science · #Topic Modeling #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare
- Riemannian Variational Flow Matching for Material and Protein Design
2025/02/18 by Olga Zaghen, Zaghen, Olga, Floor Eijkelboom +12 · 1 voice · 1 citation
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #3D Shape Modeling and Analysis #Advanced Numerical Analysis Techniques
- Structured Neural Topic Models for Reviews
2018/12/12 by Babak Esmaeili, Hongyi Huang, Esmaeili, Babak +5 · 2 citations
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
- Rate-Regularization and Generalization in VAEs
2019/11/11 by Alican Bozkurt, Babak Esmaeili, Bozkurt, Alican +9 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
- Controlled Generation with Equivariant Variational Flow Matching
2025/06/23 by Floor Eijkelboom, Heiko Zimmermann, Eijkelboom, Floor +12 · 1 voice · 2 citations
Computer Science · Engineering · #Computational Fluid Dynamics and Aerodynamics #Fluid Dynamics and Turbulent Flows #Plasma and Flow Control in Aerodynamics #cs.AI #cs.LG