Wojciech Czaja

53 papers A* 4A 1B 2C 3Journal 29Unranked 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Neumann eigenmaps for landmark embedding. CoRR Shashank Sule, Wojciech Czaja
2024	J	`jnl`	Frame Quantization of Neural Networks. CoRR Wojciech Czaja, Sanghoon Na
2024	J	`jnl`	Hyperspectral Reconstruction of Skin Through Fusion of Scattering Transform Features. CoRR Wojciech Czaja, Jeremiah Emidih, Brandon Kolstoe, Richard G. Spencer
2024	—	`conf`	Hyperspectral Reconstruction of Skin through Fusion of Scattering Transform Features. ICASSP Workshops Wojciech Czaja, Jeremiah Emidih, Brandon Kolstoe, Richard G. Spencer
2024	—	`conf`	Neural Network-Based Speech Reconstruction from Undersampled STFT Magnitude Data. EUSIPCO Wojciech Czaja, Canran Ji, Shashank Sule, Matthias Wellershoff
2023	A*	`conf`	Decepticons: Corrupted Transformers Breach Privacy in Federated Learning for Language Models. ICLR Liam H. Fowl, Jonas Geiping, Steven Reich, Yuxin Wen, Wojciech Czaja, Micah Goldblum, Tom Goldstein
2023	J	`jnl`	Emergence of the SVD as an interpretable factorization in deep learning for inverse problems. CoRR Shashank Sule, Richard G. Spencer, Wojciech Czaja
2023	—	`conf`	Tailoring Benchmark Graphs to Real-World Networks for Improved Prediction of Community Detection Performance. COMPLEX NETWORKS (2) Catherine Schwartz, Cetin Savkli, Amanda Galante, Wojciech Czaja
2022	A*	`conf`	Robbing the Fed: Directly Obtaining Private Data in Federated Learning with Modified Models. ICLR Liam H. Fowl, Jonas Geiping, Wojciech Czaja, Micah Goldblum, Tom Goldstein
2021	J	`jnl`	3-D Fourier Scattering Transform and Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. Ilya Kavalerov, Weilin Li, Wojciech Czaja, Rama Chellappa
2021	A	`conf`	A Multi-Class Hinge Loss for Conditional GANs. WACV Ilya Kavalerov, Wojciech Czaja, Rama Chellappa
2021	J	`jnl`	Active Learning at the ImageNet Scale. CoRR Zeyad Ali Sami Emam, Hong-Min Chu, Ping-Yeh Chiang, Wojciech Czaja, Richard Leapman, Micah Goldblum, Tom Goldstein
2021	A*	`conf`	Adversarial Examples Make Strong Poisons. NeurIPS Liam Fowl, Micah Goldblum, Ping-Yeh Chiang, Jonas Geiping, Wojciech Czaja, Tom Goldstein
2021	J	`jnl`	Cortical Features for Defense Against Adversarial Audio Attacks. CoRR Ilya Kavalerov, Frank Zheng, Wojciech Czaja, Rama Chellappa
2021	—	`conf`	Exploring the High Dimensional Geometry of HSI Features. WHISPERS Wojciech Czaja, Ilya Kavalerov, Weilin Li
2021	J	`jnl`	Exploring the high dimensional geometry of HSI features. CoRR Wojciech Czaja, Ilya Kavalerov, Weilin Li
2021	J	`jnl`	Maximal function pooling with applications. CoRR Wojciech Czaja, Weilin Li, Yiran Li, Michael J. Pekala
2021	J	`jnl`	Transport Model for Feature Extraction. SIAM J. Math. Data Sci. Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje
2021	A*	`conf`	Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching. ICLR Jonas Geiping, Liam H. Fowl, W. Ronny Huang, Wojciech Czaja, Gavin Taylor, Michael Moeller, Tom Goldstein
2020	—	`conf`	A study of quality and diversity in K+1 GANs. ICBINB@NeurIPS Ilya Kavalerov, Wojciech Czaja, Rama Chellappa
2020	C	`conf`	Analysis of Hyperspectral Data by Means of Transport Models and Machine Learning. IGARSS Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje
2020	J	`jnl`	N-Dimensional Tensor Completion for Nuclear Magnetic Resonance Relaxometry. SIAM J. Imaging Sci. Ariel Hafftka, Wojciech Czaja, Hasan Celik, Richard G. Spencer
2020	J	`jnl`	Witches' Brew: Industrial Scale Data Poisoning via Gradient Matching. CoRR Jonas Geiping, Liam Fowl, W. Ronny Huang, Wojciech Czaja, Gavin Taylor, Michael Moeller, Tom Goldstein
2019	J	`jnl`	Experiments in unmanned aerial vehicle/unmanned ground vehicle radiation search. J. Field Robotics John Peterson, Weilin Li, Brian Cesar-Tondreau, John Bird, Kevin Kochersberger, Wojciech Czaja, Morgan McLean
2019	J	`jnl`	Three-Dimensional Fourier Scattering Transform and Classification of Hyperspectral Images. CoRR Ilya Kavalerov, Weilin Li, Wojciech Czaja, Rama Chellappa
2019	J	`jnl`	Transport Model for Feature Extraction. CoRR Wojciech Czaja, Dong Dong, Pierre-Emmanuel Jabin, Franck Olivier Ndjakou Njeunje
2019	J	`jnl`	cGANs with Multi-Hinge Loss. CoRR Ilya Kavalerov, Wojciech Czaja, Rama Chellappa
2018	J	`jnl`	Adversarial Examples in Remote Sensing. CoRR Wojciech Czaja, Neil Fendley, Michael J. Pekala, Christopher Ratto, I-Jeng Wang
2018	—	`conf`	Adversarial examples in remote sensing. SIGSPATIAL/GIS Wojciech Czaja, Neil Fendley, Michael J. Pekala, Christopher Ratto, I-Jeng Wang
2018	—	`conf`	Detection of epithelial versus mesenchymal regions in 2D images of tumor biopsies using shearlets. ISBI Yiran Li, Stephen J. Lockett, Robert J. Kinders, Wojciech Czaja
2018	J	`jnl`	Superresolution of Noisy Remotely Sensed Images Through Directional Representations. IEEE Geosci. Remote. Sens. Lett. Wojciech Czaja, James M. Murphy, Daniel Weinberg
2017	—	`conf`	Heterogeneous Cancer Cell Line Data Fusion for Identifying Novel Response Determinants in Precision Medicine. ISBRA Wojciech Czaja, Jeremiah Emidih
2017	C	`conf`	Registration of textured remote sensing images using directional Gabor frames. IGARSS Hannah Olson, Wojciech Czaja, Jacqueline Le Moigne
2016	J	`jnl`	Single-Image Superresolution Through Directional Representations. CoRR Wojciech Czaja, James M. Murphy, Daniel Weinberg
2016	J	`jnl`	Symbolic Tensor Calculus - Functional and Dynamic Approach. CoRR Andrzej Woszczyna, P. Plaszczyk, Wojciech Czaja, Zdzislaw A. Golda
2015	B	`conf`	Detection of anomaly in human retina using Laplacian Eigenmaps and vectorized matched filtering. Image Processing Karamatou A. Yacoubou Djima, Lucia D. Simonelli, Denise Cunningham, Wojciech Czaja
2014	J	`jnl`	Kaczmarz Algorithm and Frames. CoRR Wojciech Czaja, James H. Tanis
2014	J	`jnl`	Nonlinear Dimensionality Reduction via the ENH-LTSA Method for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Weiwei Sun, Avner Halevy, John J. Benedetto, Wojciech Czaja, Weiyue Li, Chun Liu, Beiqi Shi, Rongrong Wang
2014	C	`conf`	Operator analysis and diffusion based embeddings for heterogeneous data fusion. IGARSS Alexander Cloninger, Wojciech Czaja, Timothy Doster
2014	J	`jnl`	Solving 2D Fredholm Integral from Incomplete Measurements Using Compressive Sensing. SIAM J. Imaging Sci. Alexander Cloninger, Wojciech Czaja, Ruiliang Bai, Peter J. Basser
2013	—	`conf`	A case study on data fusion with overlapping segments. AIPR Alexander Cloninger, Wojciech Czaja, Timothy Doster
2013	J	`jnl`	Kaczmarz Algorithm and Frames. Int. J. Wavelets Multiresolution Inf. Process. Wojciech Czaja, James H. Tanis
2013	J	`jnl`	Schroedinger Eigenmaps for the Analysis of Biomedical Data. IEEE Trans. Pattern Anal. Mach. Intell. Wojciech Czaja, Martin Ehler
2012	—	`conf`	Predicting expression-related features of chromosomal domain organization with network-structured analysis of gene expression and chromosomal location. BCB Vinodh N. Rajapakse, Wojciech Czaja, Yves Pommier, William C. Reinhold, Sudhir Varma
2011	B	`conf`	Modeling of the rhodopsin bleaching with variational analysis of retinal images. Image Processing Julia A. Dobrosotskaya, Martin Ehler, Emily J. King, Robert F. Bonner, Wojciech Czaja
2011	—	`conf`	Modeling photo-bleaching kinetics to map local variations in rod rhodopsin density. Computer-Aided Diagnosis Martin Ehler, Julia A. Dobrosotskaya, Emily J. King, Wojciech Czaja, Robert F. Bonner
2011	J	`jnl`	Schroedinger Eigenmaps for the Analysis of Bio-Medical Data CoRR Wojciech Czaja, Martin Ehler
2010	—	`conf`	Analysis of Temporal-spatial Co-variation within Gene Expression Microarray Data in an Organogenesis Model. ISBRA Martin Ehler, Vinodh N. Rajapakse, Barry Zeeberg, Brian P. Brooks, Jacob D. Brown, Wojciech Czaja, Robert F. Bonner
2010	—	`book`	Integration and Modern Analysis. John J. Benedetto, Wojciech Czaja
2009	J	`jnl`	Acoustic wave equation in the expanding universe. Sachs-Wolfe theorem CoRR Wojciech Czaja, Zdzislaw A. Golda, Andrzej Woszczyna
2009	—	`conf`	Frame based Kernel Methods for Automatic Classification in Hyperspectral Data. IGARSS (4) John J. Benedetto, Wojciech Czaja, Justin Flake, Matthew J. Hirn
2008	J	`jnl`	An efficient algorithm for positive realizations. Syst. Control. Lett. Wojciech Czaja, Philippe Jaming, Máté Matolcsi
2006	J	`jnl`	An Optimal Example for the Balian-Low Uncertainty Principle. SIAM J. Math. Anal. John J. Benedetto, Wojciech Czaja, Alexander M. Powell