El-Nouby, Alaaeldin

1. DINOv2: Learning Robust Visual Features without Supervision
   2023/04/14 by Maxime Oquab, Timothée Darcet, Oquab, Maxime +50 · 5 voices · 1637 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
2. ImageBind: One Embedding Space To Bind Them All
   2023/05/09 by Rohit Girdhar, Girdhar, Rohit, Alaaeldin El-Nouby +11 · 2 voices · 188 citations
   Computer Science · #cs.CV #cs.AI #cs.LG #cs.MM
3. DataComp-LM: In search of the next generation of training sets for language models
   2024/06/17 by Jeffrey Li, Alex Chengyu Fang, Li, Jeffrey +121 · 2 voices · 80 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
4. Three things everyone should know about Vision Transformers
   2022/03/18 by Hugo Touvron, Touvron, Hugo, Matthieu Cord +7 · 6 voices · 6 citations
   #cs.CV
5. LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
   2021/04/02 by Ben Graham, Graham, Ben, Alaaeldin El-Nouby +11 · 35 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #Advanced Image and Video Retrieval Techniques
6. ResMLP: Feedforward networks for image classification with data-efficient training
   2021/05/07 by Hugo Touvron, Touvron, Hugo, Piotr Bojanowski +19 · 14 citations
   Computer Science · Medicine · Neuroscience · #Brain Tumor Detection and Classification #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
7. Multimodal Autoregressive Pre-training of Large Vision Encoders
   2024/11/21 by Enrico Fini, Mustafa Shukor, Fini, Enrico +29 · 27 citations
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
8. Scalable Pre-training of Large Autoregressive Image Models
   2024/01/16 by Alaaeldin El-Nouby, Michal Klein, El-Nouby, Alaaeldin +13 · 17 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
9. XCiT: Cross-Covariance Image Transformers
   2021/06/17 by Alaaeldin El-Nouby, Hugo Touvron, El-Nouby, Alaaeldin +19 · 12 citations
   Computer Science · #Advanced Neural Network Applications #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
10. OmniMAE: Single Model Masked Pretraining on Images and Videos
    2022/06/16 by Girdhar, Rohit, El-Nouby, Alaaeldin, Singh, Mannat +3 · 9 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. FlexTok: Resampling Images into 1D Token Sequences of Flexible Length
    2025/02/19 by Bachmann, Roman, Allardice, Jesse, Mizrahi, David +6 · 20 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
12. Scaling Laws for Native Multimodal Models
    2025/04/10 by Shukor, Mustafa, Fini, Enrico, da Costa, Victor Guilherme Turrisi +3 · 19 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
13. Scaling Laws for Optimal Data Mixtures
    2025/07/12 by Mustafa Shukor, Shukor, Mustafa, Louis Béthune +11 · 10 citations
    Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Are Large-scale Datasets Necessary for Self-Supervised Pre-training?
    2021/12/20 by Alaaeldin El-Nouby, Gautier Izacard, El-Nouby, Alaaeldin +8 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
15. Image Compression with Product Quantized Masked Image Modeling
    2022/12/14 by Alaaeldin El-Nouby, Matthew J. Muckley, El-Nouby, Alaaeldin +9 · 2 citations
    Computer Science · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #electronic engineering #information engineering
16. Augmenting Convolutional networks with attention-based aggregation
    2021/12/27 by Touvron, Hugo, Cord, Matthieu, El-Nouby, Alaaeldin +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences