Neil Houlsby

Computer Science · Physical Sciences

37h-index29.7kcitations100works37.92yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(45), Multimodal Machine Learning Applications(37), Advanced Neural Network Applications(30), Topic Modeling(17), Natural Language Processing Techniques(12)

Publications99 total

Compression Scaling Laws:Unifying Sparsity and Quantization
arXiv (Cornell University)·2025Open 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
Frozen Feature Augmentation for Few-Shot Image Classification
2024· 10 cited
Conditional Diffusion on Web-Scale Image Pairs leads to Diverse Image Variations
arXiv (Cornell University)·2024Open Access
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation
arXiv (Cornell University)·2024· 1 citedOpen Access
Capabilities of Gemini Models in Medicine
arXiv (Cornell University)·2024· 88 citedOpen Access
Frozen Feature Augmentation for Few-Shot Image Classification
arXiv (Cornell University)·2024· 2 citedOpen Access
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
arXiv (Cornell University)·2024· 270 citedOpen Access
Location-Aware Self-Supervised Transformers for Semantic Segmentation
2024· 5 cited
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation
2024
Scaling Laws for Sparsely-Connected Foundation Models
arXiv (Cornell University)·2023Open Access
From Sparse to Soft Mixtures of Experts
arXiv (Cornell University)·2023· 23 citedOpen Access
Patch n' Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
arXiv (Cornell University)·2023· 15 citedOpen Access
Scaling Open-Vocabulary Object Detection
arXiv (Cornell University)·2023· 28 citedOpen Access
Image Captioners Are Scalable Vision Learners Too
arXiv (Cornell University)·2023· 10 citedOpen Access
Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging
Nature Biomedical Engineering·2023· 210 cited
CLIPPO: Image-and-Language Understanding from Pixels Only
2023· 39 cited
PaLI-X: On Scaling up a Multilingual Vision and Language Model
arXiv (Cornell University)·2023· 38 citedOpen Access
Scaling Vision Transformers to 22 Billion Parameters
arXiv (Cornell University)·2023· 117 citedOpen Access
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Frequent Co-authors

Xiaohua Zhai(20), Lucas Beyer(14), Basil Mustafa(14), Mario Lučić(12), Joan Puigcerver(12), Matthias Minderer(11), Sylvain Gelly(11), Alexander Kolesnikov(9), Mostafa Dehghani(9), Michael Tschannen(8), Alexey Dosovitskiy(7), Josip Djolonga(7), André Susano Pinto(7), Daniel Keysers(6), Maxim Neumann(6), Xiao Wang(6), Ferenc Huszár(5), Zoubin Ghahramani(5), Alan Karthikesalingam(5), Siamak Shakeri(5)