Affiliated Faculty
Recent Publications
- Ali Dabouei, Sobhan Soleymani, Fariborz Taherkhani, Jeremy Dawson, Nasser M. Nasrabadi, “Exploiting Joint Robustness to Adversarial Perturbations,” Computer Vision and Pattern Recognition (CVPR 2020), June 14-19, 2020, Seattle, Washington.
- Seyed Mehdi Iranmanesh, Ali Dabouei, >Nasser M. Nasrabadi, “Attribute Adaptive Margin Softmax Loss Using Privileged Information,” 31st British Machine Vision Conference, 7-11 Sept. 2020.
- Fariborz Taherkhani, Ali Dabouei, Sobhan Soleymani, Jeremy Dawson, Nasser M. Nasrabadi, “Transporting Labels via Hierarchical Optimal Transport for Semi-Supervised Learning,” 16th European Conference on Computer Vision (ECCV 2020) 23-28 Aug. 2020.
- Stanislav Pidhorskyi, Donald A Adjeroh, Gianfranco Doretto, “Adversarial Latent Autoencoders,” in Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 14104-14113, 2020.
- Syed Ashiqur Rahman, Peter Giacobbi, Lee Pyles, Charles Mullett, Gianfranco Doretto, Donald A Adjeroh, “Deep Learning for Biological Age Estimation,” Briefings in Bioinformatics, 2020.
- Nasser M. Nasrabadi, “Deep Target: An Automatic Target Recognition Using Deep Convolutional Neural Networks,” IEEE Transactions on Aerospace and Electronic Systems, vol. 55, no. 6, pp. 2687-2697, Dec. 2019.
- F. Taherkhani, H Kazemi, A. Dabouei, J. Dawson, N. M. Nasrabadi, “A Weakly Supervised Fine Label Classifier Enhanced by Coarse Supervision,” IEEE International Conference on Computer Vision (ICCV'19), Oct. 23-Nov.2, 2019, Seoul, Korea.
- F. Taherkhani, H. Kazemi, N. M. Nasrabadi, “Matrix Completion for Graph-Based Deep Semi-Supervised Learning”, 33rd AAAI Conference on Artificial Intelligence (AAAI’19), Jan. 27-Feb. 1, 2019, Honolulu, Hawaii.
- H. Kazemi, M. Iranmanesh, F. Taherkhani, S. Soleymani, N. M. Nasrabadi, “Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound,” Thirty-second Conference on Neural Information Processing Systems (NIPS’18), 4-6 Dec. 2018, Montreal, Canada.