| 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 | 299 | 2020 |
| 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 | 106 | 2018 |
| Deep feature factorization for concept discovery E Collins, R Achanta, S Susstrunk Proceedings of the European Conference on Computer Vision (ECCV), 336-352, 2018 | 95 | 2018 |
| Color representation in deep neural networks M Engilberge, E Collins, S Süsstrunk 2017 IEEE International Conference on Image Processing (ICIP), 2786-2790, 2017 | 37 | 2017 |
| 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 | 34 | 2015 |
| Preconditioned spectral descent for deep learning DE Carlson, E Collins, YP Hsieh, L Carin, V Cevher Advances in neural information processing systems 28, 2015 | 26 | 2015 |
| System and method for synthetic image generation with localized editing R Bala, RR Price, E Collins US Patent 11,508,169, 2022 | 20 | 2022 |
| 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 | 12 | 2019 |
| 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 | 5 | 2023 |
| Detecting memorization in ReLU networks E Collins, SA Bigdeli, S Süsstrunk arXiv preprint arXiv:1810.03372, 2018 | 4 | 2018 |
| 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 | 3 | 2024 |
| 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 | 1 | 2017 |
| GANtlitz: Ultra High Resolution Generative Model for Multi‐Modal Face Textures A Gruber, E Collins, A Meka, F Mueller, K Sarkar, S Orts‐Escolano, ... Computer Graphics Forum 43 (2), e15039, 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, ... | | |
