Efficient content-based sparse attention with routing transformers A Roy, M Saffar, A Vaswani, D Grangier Transactions of the Association for Computational Linguistics 9, 53-68, 2021 | 615 | 2021 |
Phenaki: Variable length video generation from open domain textual descriptions R Villegas, M Babaeizadeh, PJ Kindermans, H Moraldo, H Zhang, ... International Conference on Learning Representations, 2022 | 393 | 2022 |
Fitvid: Overfitting in pixel-level video prediction M Babaeizadeh, MT Saffar, S Nair, S Levine, C Finn, D Erhan arXiv preprint arXiv:2106.13195, 2021 | 86 | 2021 |
Answer-me: Multi-task open-vocabulary visual question answering AJ Piergiovanni, W Li, W Kuo, M Saffar, F Bertsch, A Angelova arXiv preprint arXiv:2205.00949, 2022 | 20 | 2022 |
Findit: Generalized localization with natural language queries W Kuo, F Bertsch, W Li, AJ Piergiovanni, M Saffar, A Angelova European Conference on Computer Vision, 502-520, 2022 | 17 | 2022 |
Models, pixels, and rewards: Evaluating design trade-offs in visual model-based reinforcement learning M Babaeizadeh, MT Saffar, D Hafner, H Kannan, C Finn, S Levine, ... arXiv preprint arXiv:2012.04603, 2020 | 15 | 2020 |
A scale and translation invariant approach for early classification of spatio-temporal patterns using spiking neural networks B Rekabdar, M Nicolescu, M Nicolescu, MT Saffar, R Kelley Neural Processing Letters 43, 327-343, 2016 | 12 | 2016 |
Applying sentiment and social network analysis in user modeling M Shams, M Saffar, A Shakery, H Faili Computational Linguistics and Intelligent Text Processing: 13th …, 2012 | 9 | 2012 |
Storybench: A multifaceted benchmark for continuous story visualization E Bugliarello, HH Moraldo, R Villegas, M Babaeizadeh, MT Saffar, ... Advances in Neural Information Processing Systems 36, 78095-78125, 2023 | 5 | 2023 |
Intent understanding using an activation spreading architecture MT Saffar, M Nicolescu, M Nicolescu, B Rekabdar Robotics 4 (3), 284-317, 2015 | 3 | 2015 |
A context-aware architecture for mental model sharing in intelligent agents S Salehi, F Taghiyareh, M Saffar, K Badie 2012 IEEE 10th International Symposium on Applied Machine Intelligence and …, 2012 | 3 | 2012 |
A context-aware architecture for mental model sharing through semantic movement in intelligent agents S Salehi, F Taghiyareh, M Saffar, K Badie INTERNATIONAL JOURNAL OF ENGINEERING 25 (3), 233-248, 2012 | 3 | 2012 |
Context-based intent understanding using an Activation Spreading architecture MT Saffar, M Nicolescu, M Nicolescu, B Rekabdar 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2015 | 2 | 2015 |
Intent recognition in a simulated maritime multi-agent domain MT Saffar, M Nicolescu, M Nicolescu, D Bigelow, C Ballinger, S Louis Machine Learning, Optimization, and Big Data: First International Workshop …, 2015 | 1 | 2015 |
A multi context dynamic test bed for simulating real world constraints in agents' teamwork S Salehi, MT Saffar, F Taghiyareh, K Badie 6th International Symposium on Telecommunications (IST), 1201-1206, 2012 | 1 | 2012 |
Localization of Objects Encoded in Image Data in Accordance with Natural Language Queries WC Kuo, F Bertsch, W Li, AJ Piergiovanni, MT Saffar, A Angelova US Patent App. 18/173,557, 2024 | | 2024 |
Pixel-Level Video Prediction with Improved Performance and Efficiency M Babaeizadeh, CB Finn, D Erhan, MT Saffar, SV Levine, S Nair US Patent App. 18/011,922, 2023 | | 2023 |
Answer-Me: Multi-Task Open-Vocabulary Learning for Visual Question-Answering AJ Piergiovanni, W Li, W Kuo, M Saffar, F Bertsch, A Angelova | | 2022 |
Efficient Content-Based Sparse Attention with Routing Transformers AT Vaswani, A Roy, MT Saffar | | 2021 |
Face recognition in unconstrained environments MT Saffar, B Rekabdar, S Louis, M Nicolescu 2015 International Joint Conference on Neural Networks (IJCNN), 1-7, 2015 | | 2015 |