Heek, Jonathan

1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
   2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1374 citations
   #cs.CL #cs.AI
2. Efficiently Scaling Transformer Inference
   2022/11/09 by Reiner Pope, Sholto Douglas, Pope, Reiner +17 · 82 citations
   Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Topic Modeling
3. Scaling Vision Transformers to 22 Billion Parameters
   2023/02/10 by Mostafa Dehghani, Dehghani, Mostafa, Josip Djolonga +81 · 68 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
4. Simple diffusion: End-to-end diffusion for high resolution images
   2023/01/26 by Hoogeboom, Emiel, Heek, Jonathan, Salimans, Tim · 62 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
5. Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
   2023/07/12 by Mostafa Dehghani, Basil Mustafa, Dehghani, Mostafa +27 · 45 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #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)
6. MetNet: A Neural Weather Model for Precipitation Forecasting
   2020/03/24 by Casper Kaae Sønderby, Lasse Espeholt, Sønderby, Casper Kaae +15 · 21 citations
   Earth and Planetary Sciences · Environmental Science · Computer Science · #Meteorological Phenomena and Simulations #Hydrological Forecasting Using AI #Computational Physics and Python Applications
7. Rolling Diffusion Models
   2024/02/12 by David Ruhe, Jonathan Heek, Ruhe, David +5 · 20 citations
   Computer Science · #Advanced Mathematical Modeling in Engineering
8. Multistep Distillation of Diffusion Models via Moment Matching
   2024/06/06 by Tim Salimans, Salimans, Tim, Thomas Mensink +5 · 22 citations
   Engineering · Mathematics · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Control Systems and Identification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reservoir Engineering and Simulation Methods #Statistical Methods and Inference
9. Simpler Diffusion (SiD2): 1.5 FID on ImageNet512 with pixel-space diffusion
   2024/10/25 by Hoogeboom, Emiel, Mensink, Thomas, Heek, Jonathan +3 · 18 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. Multistep Consistency Models
    2024/03/11 by Jonathan Heek, Emiel Hoogeboom, Heek, Jonathan +3 · 14 citations
    Decision Sciences · Engineering · #Complex Systems and Decision Making #Transportation and Mobility Innovations
11. Imagen 3
    2024/08/13 by Imagen-Team-Google, :, Jason Baldridge +526 · 1 voice · 3 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging #cs.CV
12. Bayesian Inference for Large Scale Image Classification
    2019/08/09 by Heek, Jonathan, Kalchbrenner, Nal · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)