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Mohammad Taghi Saffar
Mohammad Taghi Saffar
Senior Research Engineer, Google Brain
Verified email at google.com
Title
Cited by
Cited by
Year
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
4642021
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
2002022
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
672021
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
142022
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
132020
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
122022
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
122016
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
82012
Intent understanding using an activation spreading architecture
MT Saffar, M Nicolescu, M Nicolescu, B Rekabdar
Robotics 4 (3), 284-317, 2015
32015
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
32012
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
22015
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
22012
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
12015
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
12012
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, 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
FitVid: High-Capacity Pixel-Level Video Prediction
M Babaeizadeh, MT Saffar, S Nair, S Levine, C Finn, D Erhan
2021
Efficient Content-Based Sparse Attention with Routing Transformers
AT Vaswani, A Roy, D Grangier, MT Saffar
2021
On Trade-offs of Image Prediction in Visual Model-Based Reinforcement Learning
M Babaeizadeh, MT Saffar, D Hafner, D Erhan, H Kannan, C Finn, ...
2020
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