ML Anthology

Cummings, Jesse

4 publications

NeurIPS 2023 How Hard Are Computer Vision Datasets? Calibrating Dataset Difficulty to Viewing Time David Mayo, Jesse Cummings, Xinyu Lin, Dan Gutfreund, Boris Katz, Andrei Barbu
ICMLW 2022 Growing ObjectNet: Adding Speech, VQA, Occlusion, and Measuring Dataset Difficulty David Mayo, David Lu, Chris Zhang, Jesse Cummings, Xinyu Lin, Boris Katz, James R. Glass, Andrei Barbu
NeurIPSW 2022 Image Recognition Time for Humans Predicts Adversarial Vulnerability for Models David Mayo, Jesse Cummings, Xinyu Lin, Boris Katz, Andrei Barbu
NeurIPSW 2022 Workshop Version: How Hard Are Computer Vision Datasets? Calibrating Dataset Difficulty to Viewing Time David Mayo, Jesse Cummings, Xinyu Lin, Dan Gutfreund, Boris Katz, Andrei Barbu