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Edo Collins
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Editing in style: Uncovering the local semantics of gans
E Collins, R Bala, B Price, S Susstrunk
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
2552020
Deep learning for logic optimization algorithms
W Haaswijk, E Collins, B Seguin, M Soeken, F Kaplan, S Süsstrunk, ...
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-4, 2018
872018
Deep feature factorization for concept discovery
E Collins, R Achanta, S Susstrunk
Proceedings of the European Conference on Computer Vision (ECCV), 336-352, 2018
792018
Stochastic spectral descent for discrete graphical models
D Carlson, YP Hsieh, E Collins, L Carin, V Cevher
IEEE Journal of Selected Topics in Signal Processing 10 (2), 296-311, 2015
332015
Color representation in deep neural networks
M Engilberge, E Collins, S Süsstrunk
2017 IEEE International Conference on Image Processing (ICIP), 2786-2790, 2017
322017
Preconditioned spectral descent for deep learning
DE Carlson, E Collins, YP Hsieh, L Carin, V Cevher
Advances in neural information processing systems 28, 2015
252015
System and method for synthetic image generation with localized editing
R Bala, RR Price, E Collins
US Patent 11,508,169, 2022
172022
Editing in style: Uncovering the local semantics of gans. 2020 IEEE
E Collins, R Bala, B Price, S Süsstrunk
CVF Conference on Computer Vision and Pattern Recognition (CVPR), 5770-5779, 2020
122020
Deep feature factorization for content-based image retrieval and localization
E Collins, S Süsstrunk
2019 IEEE International Conference on Image Processing (ICIP), 874-878, 2019
122019
Detecting memorization in ReLU networks
E Collins, SA Bigdeli, S Süsstrunk
arXiv preprint arXiv:1810.03372, 2018
42018
NeRF-GAN distillation for efficient 3D-aware generation with convolutions
M Shahbazi, E Ntavelis, A Tonioni, E Collins, DP Paudel, M Danelljan, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
22023
Deep learning for logic optimization
W Haaswijk, E Collins, B Seguin, M Soeken, F Kaplan, S Süsstrunk, ...
2017 International Workshop on Logic Synthesis (IWLS), 2017
12017
InseRF: Text-Driven Generative Object Insertion in Neural 3D Scenes
M Shahbazi, L Claessens, M Niemeyer, E Collins, A Tonioni, L Van Gool, ...
arXiv preprint arXiv:2401.05335, 2024
2024
Evaluating and Interpreting Deep Convolutional Neural Networks via Non-negative Matrix Factorization
E Collins
EPFL, 2019
2019
IVRL
RWLM Achddou, S Arjomand Bigdeli, S Arpa, N Arvanitopoulos Darginis, ...
Available Projects–Spring 2020
S Süsstrunk, S Arpa, E Collins, M Shahpaski, L Impett, M El Helou, ...
Video Appeal
S Süsstrunk, S Arpa, E Collins, M Shahpaski, L Impett, M El Helou, ...
Saliency Detection Using Regression Trees on Hierarchical Image Segments
S Süsstrunk, S Arpa, E Collins, M Shahpaski, L Impett, M El Helou, ...
Deep Feature Factorization For Concept Discovery
R Achanta, S Süsstrunk, E Collins
Preconditioned Spectral Descent for Deep Learning: Supplemental Material
DE Carlson, E Collins, YP Hsieh, L Carin, V Cevher, P SSD, ...
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