Rosanne Liu
Google (United States)(US)Camber Collective (United States)(US)
Publications by Year
Research Areas
Adversarial Robustness in Machine Learning, Neural Networks and Applications, Domain Adaptation and Few-Shot Learning, Multimodal Machine Learning Applications, Topic Modeling
Most-Cited Works
- → An Intriguing Failing of Convolutional Neural Networks and the CoordConv\n Solution(2018)645 cited
- → Plug and Play Language Models: A Simple Approach to Controlled Text\n Generation(2019)407 cited
- → What does a platypus look like? Generating customized prompts for zero-shot image classification(2023)159 cited
- → Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask(2019)107 cited
- Faster Neural Networks Straight from JPEG(2018)
- → Measuring the Intrinsic Dimension of Objective Landscapes(2018)63 cited
- → Extremely Simple Activation Shaping for Out-of-Distribution Detection(2022)23 cited
- → An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents(2019)17 cited