Neil Houlsby

Researcher, Google

Joined

December 2017

Names

Neil Houlsby

Emails

****@google.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Google (google.com)

2014 – Present

PhD student

University of Cambridge (cam.ac.uk)

2010 – 2014

Advisors, Relations & Conflicts

PhD Advisor

Zoubin Ghahramani

2010 – 2014

Expertise

Computer Vision

2018 – Present

Natural Language Processing

2014 – Present

Machine Learning

2010 – Present

Publications

Conditional Diffusion on Web-Scale Image Pairs leads to Diverse Image Variations
Manoj Kumar, Neil Houlsby, Emiel Hoogeboom
- Submitted to ICLR 2025
- Readers: Everyone
Frozen Feature Augmentation for Few-Shot Image Classification
Manoj Kumar, Neil Houlsby, Mostafa Dehghani, Andreas Bär
- CVPR 2024
- Readers: Everyone
SciFIBench: Benchmarking Large Multimodal Models for Scientific Figure Interpretation
Jonathan Roberts, Kai Han, Neil Houlsby, Samuel Albanie
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
From Sparse to Soft Mixtures of Experts
Joan Puigcerver, Carlos Riquelme Ruiz, Basil Mustafa, Neil Houlsby
- ICLR 2024 spotlight
- Readers: Everyone
Scaling Laws for Sparsely-Connected Foundation Models
Elias Frantar, Carlos Riquelme Ruiz, Neil Houlsby, Dan Alistarh, Utku Evci
- ICLR 2024 spotlight
- Readers: Everyone
Transcending Scaling Laws with 0.1% Extra Compute
Yi Tay, Jason Wei, Hyung Won Chung, Vinh Q. Tran, David So, Siamak Shakeri, Xavier Garcia, Steven Zheng, Jinfeng Rao, Aakanksha Chowdhery, Denny Zhou, Donald Metzler, Slav Petrov, Neil Houlsby, Quoc V Le, Mostafa Dehghani
- EMNLP 2023 Main
- Readers: Everyone
Massively Scaling Heteroscedastic Classifiers
Mark Collier, Rodolphe Jenatton, Basil Mustafa, Neil Houlsby, Jesse Berent, Efi Kokiopoulou
- AABI 2023 - Fast Track
- Readers: Everyone
Scaling Open-Vocabulary Object Detection
Matthias Minderer, Alexey A. Gritsenko, Neil Houlsby
- NeurIPS 2023 spotlight
- Readers: Everyone
Patch n’ Pack: NaViT, a Vision Transformer for any Aspect Ratio and Resolution
Mostafa Dehghani, Basil Mustafa, Josip Djolonga, Jonathan Heek, Matthias Minderer, Mathilde Caron, Andreas Peter Steiner, Joan Puigcerver, Robert Geirhos, Ibrahim Alabdulmohsin, Avital Oliver, Piotr Padlewski, Alexey A. Gritsenko, Mario Lucic, Neil Houlsby
- NeurIPS 2023 poster
- Readers: Everyone
Image Captioners Are Scalable Vision Learners Too
Michael Tschannen, Manoj Kumar, Andreas Peter Steiner, Xiaohua Zhai, Neil Houlsby, Lucas Beyer
- NeurIPS 2023 oral
- Readers: Everyone

View all 110 publications

Co-Authors

View all 237 co-authors