Neale Ratzlaff

Researcher, OCI, Oracle

Joined

September 2018

Names

Neale Ratzlaff (Preferred)

Emails

****@oregonstate.edu (Confirmed)

****@gmail.com (Confirmed)

****@intel.com (Confirmed)

****@oracle.com (Confirmed)

Personal Links

Career & Education History

Researcher

OCI, Oracle (oracle.com)

2025 – Present

Researcher

Intel Labs, Intel (intel.com)

2024 – 2025

Researcher

Intelligent Systems Laboratory , HRL Laboratories (hrl.com)

2021 – 2024

PhD student

Oregon State University (oregonstate.edu)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Fuxin Li

2016 – 2021

Expertise

Deep Learning

Present

Generative Models

Present

Ensemble Methods

Present

Mechanistic Interpretability

Present

Mixture of Experts

Present

Large Multimodal Models

Present

Publications

Debiasing Large Vision-Language Models by Ablating Protected Attribute Representations
Neale Ratzlaff, Matthew Lyle Olson, Musashi Hinck, Shao-Yen Tseng, Vasudev Lal, Phillip Howard
- SafeGenAi Poster
- Readers: Everyone
A domain-agnostic approach for characterization of lifelong learning systems
Megan M. Baker, Alexander New, Mario Aguilar-Simon, Ziad Al-Halah, Sébastien M. R. Arnold, Eseoghene Ben-Iwhiwhu, Andrew P. Brna, Ethan Brooks, Ryan C. Brown, Zachary Daniels, Anurag Reddy Daram, Fabien Delattre, Ryan Dellana, Eric Eaton, Haotian Fu, Kristen Grauman, Jesse Hostetler, Shariq Iqbal, Cassandra Kent, Nicholas Ketz et al. (27 additional authors not shown)
- Mar 2023 (modified: 09 Apr 2023)
- Neural Networks 2023
- Readers: Everyone
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems
Megan M. Baker, Alexander New, Mario Aguilar-Simon, Ziad Al-Halah, Sébastien M. R. Arnold, Eseoghene Ben-Iwhiwhu, Andrew P. Brna, Ethan Brooks, Ryan C. Brown, Zachary Daniels, Anurag Reddy Daram, Fabien Delattre, Ryan Dellana, Eric Eaton, Haotian Fu, Kristen Grauman, Jesse Hostetler, Shariq Iqbal, Cassandra Kent, Nicholas Ketz et al. (27 additional authors not shown)
- 2023 (modified: 30 Jan 2023)
- CoRR 2023
- Readers: Everyone
Generalizing Cross Entropy Loss with a Beta Proper Composite Loss: An Improved Loss Function for Open Set Recognition
Matthew Lyle Olson, Neale Ratzlaff, Weng-Keen Wong
- 29 Sept 2021 (modified: 13 Feb 2023)
- ICLR 2022 Conference Withdrawn Submission
- Readers: Everyone
Generative Particle Variational Inference via Estimation of Functional Gradients
Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu
- 2021 (modified: 26 Feb 2022)
- ICML 2021
- Readers: Everyone
Contrastive Identification of Covariate Shift in Image Data
Matthew L. Olson, Thuy-Vy Nguyen, Gaurav Dixit, Neale Ratzlaff, Weng-Keen Wong, Minsuk Kahng
- 2021 (modified: 24 Apr 2023)
- IEEE VIS (Short Papers) 2021
- Readers: Everyone
Avoiding Side Effects in Complex Environments
Alexander Matt Turner, Neale Ratzlaff, Prasad Tadepalli
- 2020 (modified: 24 Apr 2023)
- NeurIPS 2020
- Readers: Everyone
Implicit Generative Modeling for Efficient Exploration
Neale Ratzlaff, Qinxun Bai, Fuxin Li, Wei Xu
- 2020 (modified: 26 Feb 2022)
- ICML 2020
- Readers: Everyone
HyperGAN: A Generative Model for Diverse, Performant Neural Networks
Neale Ratzlaff, Fuxin Li
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone

Co-Authors

View all 62 co-authors