Alaaeldin El-Nouby

Apple (United Kingdom) — United Kingdom

Computer Science · Physical Sciences

12h-index3.0kcitations32works2.52yr avg
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Research Topics

Advanced Neural Network Applications(11), Multimodal Machine Learning Applications(11), Domain Adaptation and Few-Shot Learning(9), Advanced Image and Video Retrieval Techniques(6), Video Analysis and Summarization(4)

Publications32 total

Scaling Laws for Optimal Data Mixtures
arXiv (Cornell University)·2025Open Access
Multimodal Autoregressive Pre-training of Large Vision Encoders
2025· 4 cited
Scaling Laws for Native Multimodal Models
arXiv (Cornell University)·2025Open Access
FlexTok: Resampling Images into 1D Token Sequences of Flexible Length
arXiv (Cornell University)·2025Open Access
Multimodal Autoregressive Pre-training of Large Vision Encoders
arXiv (Cornell University)·2024· 2 citedOpen Access
DataComp-LM: In search of the next generation of training sets for language models
arXiv (Cornell University)·2024· 7 citedOpen Access
Scalable Pre-training of Large Autoregressive Image Models
arXiv (Cornell University)·2024· 6 citedOpen Access
DataComp-LM: In search of the next generation of training sets for language models
2024· 1 cited
OmniMAE: Single Model Masked Pretraining on Images and Videos
2023· 64 cited
ImageBind One Embedding Space to Bind Them All
2023· 618 cited
ImageBind: One Embedding Space To Bind Them All
arXiv (Cornell University)·2023· 13 citedOpen Access
Variable Rate Allocation for Vector-Quantized Autoencoders
2023· 5 cited
DINOv2: Learning Robust Visual Features without Supervision
arXiv (Cornell University)·2023· 1.0k citedOpen Access
Are Visual Recognition Models Robust to Image Compression?
arXiv (Cornell University)·2023· 1 citedOpen Access
Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models
arXiv (Cornell University)·2023· 7 citedOpen Access
Image Compression with Product Quantized Masked Image Modeling
arXiv (Cornell University)·2022· 12 citedOpen Access
ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training
IEEE Transactions on Pattern Analysis and Machine Intelligence·2022· 720 citedOpen Access
OmniMAE: Single Model Masked Pretraining on Images and Videos
arXiv (Cornell University)·2022Open Access
Three things everyone should know about Vision Transformers
arXiv (Cornell University)·2022· 8 citedOpen Access
Three Things Everyone Should Know About Vision Transformers
Lecture notes in computer science·2022
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Frequent Co-authors

Hervé Jeǵou(12), Armand Joulin(12), Hugo Touvron(9), Jakob Verbeek(8), Ishan Misra(5), Gabriel Synnaeve(5), Piotr Bojanowski(5), Matthieu Cord(5), Graham W. Taylor(5), Joshua M. Susskind(5), Alexander Toshev(5), Enrico Fini(5), Rohit Girdhar(4), Mannat Singh(4), Kalyan Vasudev Alwala(4), Ivan Laptev(4), Mustafa Shukor(4), Mathilde Caron(3), Édouard Grave(3), Gautier Izacard(3)