Wojciech Czaja

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 33

Top Topics

Top Venues

SIAM J. Imaging Sci.

Publications

Wojciech Czaja, Sanghoon Na
Frame Quantization of Neural Networks. CoRR (2024)
Wojciech Czaja, Jeremiah Emidih, Brandon Kolstoe, Richard G. Spencer
Hyperspectral Reconstruction of Skin Through Fusion of Scattering Transform Features. CoRR (2024)
Shashank Sule, Richard G. Spencer, Wojciech Czaja
Emergence of the SVD as an interpretable factorization in deep learning for inverse problems. CoRR (2023)
Liam H. Fowl, Jonas Geiping, Steven Reich, Yuxin Wen, Wojciech Czaja, Micah Goldblum, Tom Goldstein
Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models. ICLR (2023)
Catherine Schwartz, Cetin Savkli, Amanda Galante, Wojciech Czaja
Tailoring Benchmark Graphs to Real-World Networks for Improved Prediction of Community Detection Performance. COMPLEX NETWORKS (2) (2023)
Liam H. Fowl, Jonas Geiping, Wojciech Czaja, Micah Goldblum, Tom Goldstein
Robbing the Fed: Directly Obtaining Private Data in Federated Learning with Modified Models. ICLR (2022)
Jonas Geiping, Liam H. Fowl, W. Ronny Huang, Wojciech Czaja, Gavin Taylor, Michael Moeller, Tom Goldstein
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching. ICLR (2021)
Ilya Kavalerov, Frank Zheng, Wojciech Czaja, Rama Chellappa
Cortical Features for Defense Against Adversarial Audio Attacks. CoRR (2021)
Wojciech Czaja, Ilya Kavalerov, Weilin Li
Exploring the High Dimensional Geometry of HSI Features. WHISPERS (2021)
Liam Fowl, Micah Goldblum, Ping-yeh Chiang, Jonas Geiping, Wojciech Czaja, Tom Goldstein
Adversarial Examples Make Strong Poisons. NeurIPS (2021)
Ilya Kavalerov, Wojciech Czaja, Rama Chellappa
A Multi-Class Hinge Loss for Conditional GANs. WACV (2021)
Wojciech Czaja, Weilin Li, Yiran Li, Michael J. Pekala
Maximal function pooling with applications. CoRR (2021)
Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje
Transport Model for Feature Extraction. SIAM J. Math. Data Sci. 3 (1) (2021)
Ilya Kavalerov, Weilin Li, Wojciech Czaja, Rama Chellappa
3-D Fourier Scattering Transform and Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 59 (12) (2021)
Zeyad Ali Sami Emam, Hong-Min Chu, Ping-Yeh Chiang, Wojciech Czaja, Richard Leapman, Micah Goldblum, Tom Goldstein
Active Learning at the ImageNet Scale. CoRR (2021)
Wojciech Czaja, Ilya Kavalerov, Weilin Li
Exploring the high dimensional geometry of HSI features. CoRR (2021)
Ilya Kavalerov, Wojciech Czaja, Rama Chellappa
A study of quality and diversity in K+1 GANs. ICBINB@NeurIPS (2020)
Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje
Analysis of Hyperspectral Data by Means of Transport Models and Machine Learning. IGARSS (2020)
Jonas Geiping, Liam Fowl, W. Ronny Huang, Wojciech Czaja, Gavin Taylor, Michael Moeller, Tom Goldstein
Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching. CoRR (2020)
Ariel Hafftka, Wojciech Czaja, Hasan Celik, Richard G. Spencer
N-Dimensional Tensor Completion for Nuclear Magnetic Resonance Relaxometry. SIAM J. Imaging Sci. 13 (1) (2020)
John Peterson, Weilin Li, Brian Cesar-Tondreau, John Bird, Kevin Kochersberger, Wojciech Czaja, Morgan McLean
Experiments in unmanned aerial vehicle/unmanned ground vehicle radiation search. J. Field Robotics 36 (4) (2019)
Ilya Kavalerov, Wojciech Czaja, Rama Chellappa
cGANs with Multi-Hinge Loss. CoRR (2019)
Ilya Kavalerov, Weilin Li, Wojciech Czaja, Rama Chellappa
Three-Dimensional Fourier Scattering Transform and Classification of Hyperspectral Images. CoRR (2019)
Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje
Transport Model for Feature Extraction. CoRR (2019)
Wojciech Czaja, James M. Murphy, Daniel Weinberg
Superresolution of Noisy Remotely Sensed Images Through Directional Representations. IEEE Geosci. Remote. Sens. Lett. 15 (12) (2018)
Wojciech Czaja, Neil Fendley, Michael J. Pekala, Christopher Ratto, I-Jeng Wang
Adversarial examples in remote sensing. SIGSPATIAL/GIS (2018)
Wojciech Czaja, Neil Fendley, Michael J. Pekala, Christopher Ratto, I-Jeng Wang
Adversarial Examples in Remote Sensing. CoRR (2018)
Yiran Li, Stephen J. Lockett, Robert J. Kinders, Wojciech Czaja
Detection of epithelial versus mesenchymal regions in 2D images of tumor biopsies using shearlets. ISBI (2018)
Hannah Olson, Wojciech Czaja, Jacqueline Le Moigne
Registration of textured remote sensing images using directional Gabor frames. IGARSS (2017)
Wojciech Czaja, Jeremiah Emidih
Heterogeneous Cancer Cell Line Data Fusion for Identifying Novel Response Determinants in Precision Medicine. ISBRA (2017)
Wojciech Czaja, James M. Murphy, Daniel Weinberg
Single-Image Superresolution Through Directional Representations. CoRR (2016)
Andrzej Woszczyna, P. Plaszczyk, Wojciech Czaja, Zdzislaw A. Golda
Symbolic Tensor Calculus - Functional and Dynamic Approach. CoRR (2016)
Karamatou A. Yacoubou Djima, Lucia D. Simonelli, Denise Cunningham, Wojciech Czaja
Detection of anomaly in human retina using Laplacian Eigenmaps and vectorized matched filtering. Medical Imaging: Image Processing (2015)
Alexander Cloninger, Wojciech Czaja, Timothy Doster
Operator analysis and diffusion based embeddings for heterogeneous data fusion. IGARSS (2014)
Wojciech Czaja, James H. Tanis
Kaczmarz Algorithm and Frames. CoRR (2014)
Alexander Cloninger, Wojciech Czaja, Ruiliang Bai, Peter J. Basser
Solving 2D Fredholm Integral from Incomplete Measurements Using Compressive Sensing. SIAM J. Imaging Sci. 7 (3) (2014)
Weiwei Sun, Avner Halevy, John J. Benedetto, Wojciech Czaja, Weiyue Li, Chun Liu, Beiqi Shi, Rongrong Wang
Nonlinear Dimensionality Reduction via the ENH-LTSA Method for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (2) (2014)
Alexander Cloninger, Wojciech Czaja, Timothy Doster
A case study on data fusion with overlapping segments. AIPR (2013)
Wojciech Czaja, James H. Tanis
Kaczmarz Algorithm and Frames. Int. J. Wavelets Multiresolution Inf. Process. 11 (5) (2013)
Wojciech Czaja, Martin Ehler
Schroedinger Eigenmaps for the Analysis of Biomedical Data. IEEE Trans. Pattern Anal. Mach. Intell. 35 (5) (2013)
Vinodh N. Rajapakse, Wojciech Czaja, Yves Pommier, William C. Reinhold, Sudhir Varma
Predicting expression-related features of chromosomal domain organization with network-structured analysis of gene expression and chromosomal location. BCB (2012)
Wojciech Czaja, Martin Ehler
Schroedinger Eigenmaps for the Analysis of Bio-Medical Data CoRR (2011)
Martin Ehler, Julia A. Dobrosotskaya, Emily J. King, Wojciech Czaja, Robert F. Bonner
Modeling photo-bleaching kinetics to map local variations in rod rhodopsin density. Medical Imaging: Computer-Aided Diagnosis (2011)
Julia A. Dobrosotskaya, Martin Ehler, Emily J. King, Robert F. Bonner, Wojciech Czaja
Modeling of the rhodopsin bleaching with variational analysis of retinal images. Medical Imaging: Image Processing (2011)
Martin Ehler, Vinodh N. Rajapakse, Barry Zeeberg, Brian P. Brooks, Jacob D. Brown, Wojciech Czaja, Robert F. Bonner
Analysis of Temporal-spatial Co-variation within Gene Expression Microarray Data in an Organogenesis Model. ISBRA (2010)
Wojciech Czaja, Zdzislaw A. Golda, Andrzej Woszczyna
Acoustic wave equation in the expanding universe. Sachs-Wolfe theorem CoRR (2009)
John J. Benedetto, Wojciech Czaja, Justin Flake, Matthew J. Hirn
Frame based Kernel Methods for Automatic Classification in Hyperspectral Data. IGARSS (4) (2009)
Wojciech Czaja, Philippe Jaming, Máté Matolcsi
An efficient algorithm for positive realizations. Syst. Control. Lett. 57 (5) (2008)
John J. Benedetto, Wojciech Czaja, Alexander M. Powell
An Optimal Example for the Balian-Low Uncertainty Principle. SIAM J. Math. Anal. 38 (1) (2006)