Rosanne Liu

An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution

Rosanne Liu, Joel Lehman, Piero Molino et al. · arXiv (Cornell University) · 2018 · 169 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

What does a platypus look like? Generating customized prompts for zero-shot image classification

Sarah I. Pratt, Ian Covert, Rosanne Liu et al. · 2023 · 153 citations

Engineering, Machine Learning, Open-vocabulary Models +18

Plug and Play Language Models: A Simple Approach to Controlled Text Generation

Sumanth Dathathri, Andrea Madotto, Janice Lan et al. · arXiv (Cornell University) · 2019 · 130 citations · Full text

Music, Llm Fine-tuning, Play Language Model +25

Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask

Hattie Zhou, Janice Lan, Rosanne Liu et al. · arXiv (Cornell University) · 2019 · 107 citations · Full text

Measuring the Intrinsic Dimension of Objective Landscapes

Chunyuan Li, Heerad Farkhoor, Rosanne Liu et al. · arXiv (Cornell University) · 2018 · 63 citations · Full text

Artificial Intelligence, Geometric Learning, Parameter Space +18