Facial attributes classification using multi-task representation learning M Ehrlich, TJ Shields, T Almaev, MR Amer Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 131 | 2016 |
Multi-dimensional realization of visual content of an image collection HS Sawhney, J Eledath, M Bansal, BC Matei, X Lv, C Desai, T Shields US Patent 10,691,743, 2020 | 92 | 2020 |
Dynamic hybrid models for multimodal analysis MR Amer, B Siddiquie, A Divakaran, C Richey, S Khan, HS Sawhney, ... US Patent 9,875,445, 2018 | 81 | 2018 |
Multi-dimensional realization of visual content of an image collection HS Sawhney, J Eledath, M Bansal, BC Matei, X Lv, C Desai, T Shields US Patent 9,740,963, 2017 | 81 | 2017 |
Deep multimodal fusion: A hybrid approach MR Amer, T Shields, B Siddiquie, A Tamrakar, A Divakaran, S Chai International Journal of Computer Vision 126, 440-456, 2018 | 46 | 2018 |
Bayesian optimization on graph-structured search spaces: Optimizing deep multimodal fusion architectures D Ramachandram, M Lisicki, TJ Shields, MR Amer, GW Taylor Neurocomputing 298, 80-89, 2018 | 26 | 2018 |
Deep multi-task representation learning MR Amer, TJ Shields, A Tamrakar, M Ehlrich, T Almaev US Patent App. 16/085,859, 2019 | 12 | 2019 |
Multi-dimensional realization of visual content of an image collection HS Sawhney, J Eledath, M Bansal, BC Matei, X Lv, C Desai, T Shields US Patent 11,074,477, 2021 | 9 | 2021 |
Computer vision as a service HS Sawhney, J Eledath, S Ali, BC Matei, SS Weiner, X Lv, TJ Shields US Patent 9,466,013, 2016 | 8 | 2016 |
Low precision neural networks using subband decomposition S Chai, A Raghavan, D Zhang, M Amer, T Shields arXiv preprint arXiv:1703.08595, 2017 | 6 | 2017 |
Action-affect-gender classification using multi-task representation learning TJ Shields, MR Amer, M Ehrlich, A Tamrakar Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017 | 6 | 2017 |
Structure optimization for deep multimodal fusion networks using graph-induced kernels D Ramachandram, M Lisicki, TJ Shields, MR Amer, GW Taylor arXiv preprint arXiv:1707.00750, 2017 | 5 | 2017 |
Computer vision as a service HS Sawhney, J Eledath, S Ali, BC Matei, SS Weiner, X Lv, TJ Shields US Patent App. 15/285,679, 2017 | 3 | 2017 |
GPU Activity Prediction using Representation Learning A Raghavan, M Amer, T Shields, D Zhang, S Chai arXiv preprint arXiv:1703.09146, 2017 | 2 | 2017 |
Action-affect classification and morphing using multi-task representation learning TJ Shields, MR Amer, M Ehrlich, A Tamrakar arXiv preprint arXiv:1603.06554, 2016 | 2 | 2016 |
Systems and methods for optimizing operations of computing devices using deep neural networks SM Chai, DC Zhang, MR Amer, TJ Shields, AN Raghavan, B Ramamurthy US Patent 11,328,206, 2022 | | 2022 |