Amir Zadeh
Orcid: 0000-0002-5297-3571Affiliations:
- Carnegie Mellon University, Language Technologies Institute, Pittsburgh, PA, USA
- University of Southern California, Playa Vista, CA, USA
According to our database1,
Amir Zadeh
authored at least 52 papers
between 2014 and 2024.
Collaborative distances:
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Bibliography
2024
Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions.
ACM Comput. Surv., October, 2024
2023
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding.
CoRR, 2023
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023
2022
Inf. Fusion, 2022
Foundations and Recent Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions.
CoRR, 2022
CoRR, 2022
2021
StarNet: Gradient-free Training of Deep Generative Models using Determined System of Linear Equations.
CoRR, 2021
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021
Proceedings of the ICMI '21: International Conference on Multimodal Interaction, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences.
CoRR, 2020
CoRR, 2020
CMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
2019
WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation.
CoRR, 2019
Proceedings of the 7th International Conference on Learning Representations, 2019
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph.
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017
2016
Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages.
IEEE Intell. Syst., 2016
MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos.
CoRR, 2016
Holistically Constrained Local Model: Going Beyond Frontal Poses for Facial Landmark Detection.
Proceedings of the British Machine Vision Conference 2016, 2016
2015
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015
2014
Towards Learning Nonverbal Identities from the Web: Automatically Identifying Visually Accentuated Words.
Proceedings of the Intelligent Virtual Agents - 14th International Conference, 2014