Elise van der Pol

1. Geometric and Physical Quantities Improve E(3) Equivariant Message Passing
   2021/10/06 by J. Brandstetter, Rob Hesselink, Brandstetter, Johannes +7 · 31 citations
   Computer Science · Materials Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Neural Networks and Applications #Topic Modeling
2. Contrastive Learning of Structured World Models
   2019/11/27 by Thomas Kipf, Elise van der Pol, Kipf, Thomas +3 · 15 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
3. Plannable Approximations to MDP Homomorphisms: Equivariance under\n Actions
   2020/02/27 by Elise van der Pol, Thomas Kipf, van der Pol, Elise +5 · 4 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
4. Equivariant Networks for Zero-Shot Coordination
   2022/10/21 by Darius Muglich, Christian Schroeder de Witt, Muglich, Darius +7 · 5 citations
   Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling
5. 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)
6. Hyperspherical Prototype Networks
   2019/01/29 by Pascal Mettes, Elise van der Pol, Mettes, Pascal +3 · 3 citations
   Computer Science · Engineering · #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Modular Robots and Swarm Intelligence #Opportunistic and Delay-Tolerant Networks
7. GANGs: Generative Adversarial Network Games
   2017/12/02 by Frans A. Oliehoek, Oliehoek, Frans A., Rahul Savani +9 · 2 citations
   Computer Science · Physics and Astronomy · #Reinforcement Learning in Robotics #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis