Ibrahim Alabdulmohsin

Computer Science · Physical Sciences

13h-index624citations65works4.92yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(12), Machine Learning and Algorithms(12), Multimodal Machine Learning Applications(9), Advanced Neural Network Applications(7), Natural Language Processing Techniques(6)

Publications65 total

SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
arXiv (Cornell University)·2025· 6 citedOpen Access
Scaling Pre-training to One Hundred Billion Data for Vision Language Models
arXiv (Cornell University)·2025· 2 citedOpen Access
Recursive Inference Scaling: A Winning Path to Scalable Inference in Language and Multimodal Systems
arXiv (Cornell University)·2025Open Access
PaliGemma 2: A Family of Versatile VLMs for Transfer
arXiv (Cornell University)·2024· 10 citedOpen Access
PaliGemma: A versatile 3B VLM for transfer
arXiv (Cornell University)·2024· 9 citedOpen Access
On Scaling Up a Multilingual Vision and Language Model
2024· 32 cited
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models
arXiv (Cornell University)·2024Open Access
LocCa: Visual Pretraining with Location-aware Captioners
arXiv (Cornell University)·2024· 1 citedOpen Access
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?
arXiv (Cornell University)·2024· 2 citedOpen Access
Fractal Patterns May Illuminate the Success of Next-Token Prediction
arXiv (Cornell University)·2024· 1 citedOpen Access
Fractal Patterns May Illuminate the Success of Next-Token Prediction
2024
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models
2024· 1 cited
LocCa: Visual Pretraining with Location-aware Captioners
2024
PaLI-3 Vision Language Models: Smaller, Faster, Stronger
arXiv (Cornell University)·2023· 26 citedOpen Access
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
arXiv (Cornell University)·2023· 15 citedOpen Access
FlexiViT: One Model for All Patch Sizes
2023· 72 cited
PaLI-X: On Scaling up a Multilingual Vision and Language Model
arXiv (Cornell University)·2023· 38 citedOpen Access
Getting ViT in Shape: Scaling Laws for Compute-Optimal Model Design
arXiv (Cornell University)·2023· 4 citedOpen Access
Scaling Vision Transformers to 22 Billion Parameters
arXiv (Cornell University)·2023· 117 citedOpen Access
Adapting to Latent Subgroup Shifts via Concepts and Proxies
arXiv (Cornell University)·2022· 3 citedOpen Access
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Frequent Co-authors

Xiaohua Zhai(16), Lucas Beyer(13), Daniel Keysers(10), Michael Tschannen(9), Andreas Steiner(8), Matthias Minderer(8), А. И. Колесников(7), Mostafa Dehghani(6), Basil Mustafa(6), Filip Pavetic(6), Xiangliang Zhang(6), Piotr Padlewski(5), Xiao Wang(5), Alexey A. Gritsenko(5), Mario Lučić(5), Neil Houlsby(5), Daniel Salz(5), Keran Rong(5), Xiao Wang(5), Josip Djolonga(4)