Gowthami Somepalli

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models

Gowthami Somepalli, Vasu Singla, Micah Goldblum et al. · 2023 · 132 citations

Engineering, Machine Learning, Image Retrieval +24

SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

Gowthami Somepalli, Micah Goldblum, Avi Schwarzschild et al. · arXiv (Cornell University) · 2021 · 113 citations · Full text

Artificial Intelligence, Fraud Detection, Engineering +20

Baseline Defenses for Adversarial Attacks Against Aligned Language Models

Neel Jain, Avi Schwarzschild, Yuxin Wen et al. · arXiv (Cornell University) · 2023 · 34 citations · Full text

Llm Fine-tuning, Engineering, Machine Learning +18

Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision Tasks

Micah Goldblum, Hossein Souri, Renkun Ni et al. · arXiv (Cornell University) · 2023 · 26 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models

Gowthami Somepalli, Vasu Singla, Micah Goldblum et al. · arXiv (Cornell University) · 2022 · 23 citations · Full text

Engineering, Machine Learning, Image Retrieval +24