Jonathan Mitchell

According to our database, Jonathan Mitchell authored at least 7 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Adversarial Attacks and Defense using Energy-Based Image Models

Jonathan Mitchell

PhD thesis, 2022

EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling.

Mitch Hill, Jonathan Mitchell, Chu Chen, Yuan Du, Mubarak Shah, Song-Chun Zhu

CoRR, 2022

Learning Probabilistic Models from Generator Latent Spaces with Hat EBM.

Mitch Hill, Erik Nijkamp, Jonathan Mitchell, Bo Pang, Song-Chun Zhu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Affective representation and affective attitudes.

Jonathan Mitchell

Synth., 2021

Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models.

Mitch Hill, Jonathan Craig Mitchell, Song-Chun Zhu

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

On the non-conceptual content of affective-evaluative experience.

Jonathan Mitchell

Synth., 2020

2018

Bounding Box Embedding for Single Shot Person Instance Segmentation.

Jacob Richeimer, Jonathan Mitchell

CoRR, 2018