Klaus Greff

1. Highway Networks
   2015/05/03 by Rupesh K. Srivastava, Rupesh Kumar Srivastava, Klaus Greff +4 · 1 voice · 24 citations
   Computer Science · #Advanced Neural Network Applications #Stochastic Gradient Optimization Techniques #Adversarial Robustness in Machine Learning
2. PaLM-E: An Embodied Multimodal Language Model
   2023/03/06 by Danny Driess, Fei Xia, Driess, Danny +41 · 270 citations
   Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
3. Gemma 3 Technical Report
   2025/03/25 by Gemma Team, Aishwarya Kamath, Johan Ferret +418 · 3 voices · 462 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
4. Getting aligned on representational alignment
   2023/10/18 by Ilia Sucholutsky, Lukas Muttenthaler, Sucholutsky, Ilia +66 · 10 voices · 34 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · Neuroscience · #Bioinformatics and Genomic Networks #Machine Learning in Materials Science #Neural dynamics and brain function #cs.AI #cs.LG #cs.NE #q-bio.NC
5. 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
6. Kubric: A scalable dataset generator
   2022/03/07 by Klaus Greff, Francois Belletti, Greff, Klaus +65 · 39 citations
   Environmental Science · Computer Science · #Remote Sensing and LiDAR Applications #Advanced Neural Network Applications #Computer Graphics and Visualization Techniques
7. Scaling 4D Representations
   2024/12/19 by João Carreira, Dilara Gokay, Carreira, João +67 · 3 voices · 12 citations
   #cs.CV #cs.AI #cs.LG
8. SlotFormer: Unsupervised Visual Dynamics Simulation with Object-Centric Models
   2022/10/12 by Ziyi Wu, Nikita Dvornik, Wu, Ziyi +7 · 10 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 #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
9. Highway and Residual Networks learn Unrolled Iterative Estimation
   2016/12/22 by Klaus Greff, Rupesh K. Srivastava, Greff, Klaus +3 · 7 citations
   Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #I.5.1 #Machine Learning (cs.LG) #Machine Learning and Algorithms #Multidisciplinary Science and Engineering Research #Neural and Evolutionary Computing (cs.NE)
10. A Clockwork RNN
    2014/02/14 by Jan Koutník, Koutník, Jan, Klaus Greff +5 · 4 citations
    Computer Science · #Speech Recognition and Synthesis #Music and Audio Processing #Time Series Analysis and Forecasting
11. NeSF: Neural Semantic Fields for Generalizable Semantic Segmentation of 3D Scenes
    2021/11/25 by Suhani Vora, Vora, Suhani, Noha Radwan +15 · 6 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Robotics and Sensor-Based Localization
12. RUST: Latent Neural Scene Representations from Unposed Imagery
    2022/11/25 by Mehdi S. M. Sajjadi, Aravindh Mahendran, Sajjadi, Mehdi S. M. +11 · 6 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Robotics and Sensor-Based Localization #electronic engineering #information engineering
13. Object Scene Representation Transformer
    2022/06/14 by Mehdi S. M. Sajjadi, Sajjadi, Mehdi S. M., Daniel Duckworth +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
14. Binding via Reconstruction Clustering
    2015/11/19 by Klaus Greff, Rupesh K. Srivastava, Greff, Klaus +3 · 2 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques #Image and Signal Denoising Methods
15. 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
16. Sensitivity of Slot-Based Object-Centric Models to their Number of Slots
    2023/05/30 by R. Zimmermann, Zimmermann, Roland S., Sjoerd van Steenkiste +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