Charles Godfrey

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 18

Top Topics

Intrinsic Dimension

Learning Models

Image Statistics

Top Venues

Publications

Charles Godfrey, Elise Bishoff, Myles Mckay, Eleanor Byler
Impact of architecture on robustness and interpretability of multispectral deep neural networks. CoRR (2023)
Nicholas Konz, Charles Godfrey, Madelyn Shapiro, Jonathan Tu, Henry Kvinge, Davis Brown
Attributing Learned Concepts in Neural Networks to Training Data. CoRR (2023)
Kelsey Lieberman, James Diffenderfer, Charles Godfrey, Bhavya Kailkhura
Neural Image Compression: Generalization, Robustness, and Spectral Biases. CoRR (2023)
Kelsey Lieberman, James Diffenderfer, Charles Godfrey, Bhavya Kailkhura
Neural Image Compression: Generalization, Robustness, and Spectral Biases. NeurIPS (2023)
Davis Brown, Charles Godfrey, Nicholas Konz, Jonathan Tu, Henry Kvinge
Understanding the Inner-workings of Language Models Through Representation Dissimilarity. EMNLP (2023)
Charles Godfrey, Henry Kvinge, Elise Bishoff, Myles Mckay, Davis Brown, Tim Doster, Eleanor Byler
How many dimensions are required to find an adversarial example? CVPR Workshops (2023)
Davis Brown, Charles Godfrey, Nicholas Konz, Jonathan Tu, Henry Kvinge
Understanding the Inner Workings of Language Models Through Representation Dissimilarity. CoRR (2023)
Davis Brown, Charles Godfrey, Cody Nizinski, Jonathan Tu, Henry Kvinge
Robustness of edited neural networks. CoRR (2023)
Henry Kvinge, Davis Brown, Charles Godfrey
Exploring the Representation Manifolds of Stable Diffusion Through the Lens of Intrinsic Dimension. CoRR (2023)
Charles Godfrey, Michael G. Rawson, Davis Brown, Henry Kvinge
Fast computation of permutation equivariant layers with the partition algebra. CoRR (2023)
Elise Bishoff, Charles Godfrey, Myles Mckay, Eleanor Byler
Quantifying the robustness of deep multispectral segmentation models against natural perturbations and data poisoning. CoRR (2023)
Charles Godfrey, Henry Kvinge, Elise Bishoff, Myles Mckay, Davis Brown, Tim Doster, Eleanor Byler
How many dimensions are required to find an adversarial example? CoRR (2023)
Charles Godfrey, Davis Brown, Tegan Emerson, Henry Kvinge
On the Symmetries of Deep Learning Models and their Internal Representations. NeurIPS (2022)
Charles Godfrey, Davis Brown, Tegan Emerson, Henry Kvinge
On the Symmetries of Deep Learning Models and their Internal Representations. CoRR (2022)
Elizabeth Coda, Nico Courts, Colby Wight, Loc Truong, Woongjo Choi, Charles Godfrey, Tegan Emerson, Keerti Kappagantula, Henry Kvinge
Fiber Bundle Morphisms as a Framework for Modeling Many-to-Many Maps. CoRR (2022)
Charles Godfrey, Elise Bishoff, Myles Mckay, Davis Brown, Grayson Jorgenson, Henry Kvinge, Eleanor Byler
Convolutional networks inherit frequency sensitivity from image statistics. CoRR (2022)
Elizabeth Coda, Nico Courts, Colby Wight, Loc Truong, WoongJo Choi, Charles Godfrey, Tegan Emerson, Keerti Kappagantula, Henry Kvinge
Fiber Bundle Morphisms as a Framework for Modeling Many-to-Many Maps. TAG-ML (2022)
Henry Kvinge, Grayson Jorgenson, Davis Brown, Charles Godfrey, Tegan Emerson
Neural frames: A Tool for Studying the Tangent Bundles Underlying Image Datasets and How Deep Learning Models Process Them. CoRR (2022)