van Steenkiste, Sjoerd
- Towards Accurate Generative Models of Video: A New Metric & Challenges
2018/12/03 by Thomas Unterthiner, Sjoerd van Steenkiste, Unterthiner, Thomas +9 · 165 citations
Computer Science · #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Human Pose and Action Recognition
- On the Binding Problem in Artificial Neural Networks
2020/12/09 by Klaus Greff, Sjoerd van Steenkiste, Greff, Klaus +3 · 3 voices · 15 citations
Computer Science · Neuroscience · #Explainable Artificial Intelligence (XAI) #Neural Networks and Applications #Neural dynamics and brain function #cs.AI #cs.LG #cs.NE
- Scaling Vision Transformers to 22 Billion Parameters
2023/02/10 by Mostafa Dehghani, Josip Djolonga, Dehghani, Mostafa +81 · 65 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
- Benchmarking Vision Language Models for Cultural Understanding
2024/07/15 by Shravan Nayak, Kanishk Jain, Nayak, Shravan +13 · 26 citations
Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
- SAVi++: Towards End-to-End Object-Centric Learning from Real-World Videos
2022/06/15 by Elsayed, Gamaleldin F., Mahendran, Aravindh, van Steenkiste, Sjoerd +3 · 12 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scaling 4D Representations
2024/12/19 by João Carreira, Dilara Gokay, Carreira, João +67 · 3 voices · 12 citations
#cs.CV #cs.AI #cs.LG
- Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks
2020/10/05 by Csordás, Róbert, van Steenkiste, Sjoerd, Schmidhuber, Jürgen · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Neural Expectation Maximization
2017/08/11 by Greff, Klaus, van Steenkiste, Sjoerd, Schmidhuber, Jürgen · 4 citations
#FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback
2023/11/29 by Sun, Jiao, Fu, Deqing, Hu, Yushi +8 · 8 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Improving Generalization in Meta Reinforcement Learning using Learned Objectives
2019/10/09 by Louis Kirsch, Sjoerd van Steenkiste, Kirsch, Louis +3 · 6 citations
Computer Science · #Adaptive Dynamic Programming Control #Artificial Intelligence (cs.AI) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
- Object Scene Representation Transformer
2022/06/14 by Mehdi S. M. Sajjadi, Daniel Duckworth, Sajjadi, Mehdi S. M. +15 · 5 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization
- Invariant Slot Attention: Object Discovery with Slot-Centric Reference Frames
2023/02/09 by Ondřej Bíža, Sjoerd van Steenkiste, Biza, Ondrej +9 · 4 citations
Computer Science · #Advanced Neural Network Applications #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) #Multimodal Machine Learning Applications
- The Impact of Depth on Compositional Generalization in Transformer Language Models
2023/10/30 by Jackson Petty, Petty, Jackson, Sjoerd van Steenkiste +9 · 3 voices · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Relational Neural Expectation Maximization: Unsupervised Discovery of Objects and their Interactions
2018/02/28 by van Steenkiste, Sjoerd, Chang, Michael, Greff, Klaus +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Neural Assets: 3D-Aware Multi-Object Scene Synthesis with Image Diffusion Models
2024/06/13 by Ziyi Wu, Yulia Rubanova, Wu, Ziyi +15 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
- Bayesian Teaching Enables Probabilistic Reasoning in Large Language Models
2025/03/21 by Qiu, Linlu, Sha, Fei, Allen, Kelsey +3 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- DyST: Towards Dynamic Neural Scene Representations on Real-World Videos
2023/10/09 by Seitzer, Maximilian, van Steenkiste, Sjoerd, Kipf, Thomas +2 · 3 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Robotics (cs.RO)
- Moving Off-the-Grid: Scene-Grounded Video Representations
2024/11/08 by Sjoerd van Steenkiste, van Steenkiste, Sjoerd, Daniel Zoran +29 · 2 voices · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CV #cs.LG
- Are Disentangled Representations Helpful for Abstract Visual Reasoning?
2019/05/29 by Sjoerd van Steenkiste, Francesco Locatello, van Steenkiste, Sjoerd +5 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Software Engineering Research
- Direct Motion Models for Assessing Generated Videos
2025/04/30 by Allen, Kelsey, Doersch, Carl, Zhou, Guangyao +9 · 5 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Systematic Comparison of Syllogistic Reasoning in Humans and Language Models
2023/11/01 by Eisape, Tiwalayo, Tessler, MH, Dasgupta, Ishita +3 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DORSal: Diffusion for Object-centric Representations of Scenes et al
2023/06/13 by Jabri, Allan, van Steenkiste, Sjoerd, Hoogeboom, Emiel +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Test-time Adaptation with Slot-Centric Models
2022/03/21 by Mihir Prabhudesai, Anirudh Goyal, Prabhudesai, Mihir +8 · 1 citation
Computer Science · Environmental Science · #Advanced Neural Network Applications #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote Sensing and LiDAR Applications #Robotics (cs.RO)
- Exploring through Random Curiosity with General Value Functions
2022/11/18 by Ramesh, Aditya, Kirsch, Louis, van Steenkiste, Sjoerd +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Sensitivity of Slot-Based Object-Centric Models to their Number of Slots
2023/05/30 by R. Zimmermann, Sjoerd van Steenkiste, Zimmermann, Roland S. +7 · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification
- CulturalFrames: Assessing Cultural Expectation Alignment in Text-to-Image Models and Evaluation Metrics
2025/06/10 by Shravan Nayak, Mehar Bhatia, Nayak, Shravan +15 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #FOS: Computer and information sciences #Innovative Human-Technology Interaction #Multimodal Machine Learning Applications