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ORCIDAmir Zadeh 0001
Person information
- affiliation: Carnegie Mellon University, Language Technologies Institute, Pittsburgh, PA, USA
- affiliation: University of Southern California, Playa Vista, CA, USA
Other persons with the same name
- Amir Zadeh — disambiguation page
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Journal Articles
- 2024
[j4]Paul Pu Liang
, Amir Zadeh, Louis-Philippe Morency:
Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions. ACM Comput. Surv. 56(10): 264 (2024)- 2022
- [j3]Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh:
Multimodal research in vision and language: A review of current and emerging trends. Inf. Fusion 77: 149-171 (2022) - 2020
- [j2]Amir Zadeh, Paul Pu Liang, Louis-Philippe Morency:
Foundations of Multimodal Co-learning. Inf. Fusion 64: 188-193 (2020) - 2016
- [j1]Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency:
Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages. IEEE Intell. Syst. 31(6): 82-88 (2016)
Conference and Workshop Papers
- 2023
- [c30]Alex Wilf, Martin Q. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency:
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. FG 2023: 1-7 - [c29]Yingting Li, Ambuj Mehrish, Rishabh Bhardwaj, Navonil Majumder, Bo Cheng, Shuai Zhao, Amir Zadeh, Rada Mihalcea, Soujanya Poria:
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. ICASSP 2023: 1-5 - 2021
- [c28]Md. Kamrul Hasan, Sangwu Lee, Wasifur Rahman, Amir Zadeh, Rada Mihalcea, Louis-Philippe Morency, Ehsan Hoque:
Humor Knowledge Enriched Transformer for Understanding Multimodal Humor. AAAI 2021: 12972-12980 - [c27]Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria:
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. ICMI 2021: 6-15 - [c26]Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria:
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. ICMI 2021: 773-777 - [c25]Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency:
MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences. NAACL-HLT 2021: 1009-1021 - 2020
- [c24]Wasifur Rahman, Md. Kamrul Hasan, Sangwu Lee, AmirAli Bagher Zadeh, Chengfeng Mao, Louis-Philippe Morency, Mohammed E. Hoque:
Integrating Multimodal Information in Large Pretrained Transformers. ACL 2020: 2359-2369 - [c23]AmirAli Bagher Zadeh, Yansheng Cao, Smon Hessner, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency:
CMU-MOSEAS: A Multimodal Language Dataset for Spanish, Portuguese, German and French. EMNLP (1) 2020: 1801-1812 - 2019
- [c22]Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency:
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors. AAAI 2019: 7216-7223 - [c21]Amir Zadeh, Michael Chan, Paul Pu Liang, Edmund Tong, Louis-Philippe Morency:
Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence. CVPR 2019: 8807-8817 - [c20]Md. Kamrul Hasan, Wasifur Rahman, AmirAli Bagher Zadeh, Jianyuan Zhong, Md. Iftekhar Tanveer, Louis-Philippe Morency, Mohammed (Ehsan) Hoque:
UR-FUNNY: A Multimodal Language Dataset for Understanding Humor. EMNLP/IJCNLP (1) 2019: 2046-2056 - [c19]Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov:
Learning Factorized Multimodal Representations. ICLR (Poster) 2019 - 2018
- [c18]Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Memory Fusion Network for Multi-view Sequential Learning. AAAI 2018: 5634-5641 - [c17]Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency:
Multi-attention Recurrent Network for Human Communication Comprehension. AAAI 2018: 5642-5649 - [c16]Amir Zadeh, Paul Pu Liang, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph. ACL (1) 2018: 2236-2246 - [c15]Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency:
Efficient Low-rank Multimodal Fusion With Modality-Specific Factors. ACL (1) 2018: 2247-2256 - [c14]Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency:
Multimodal Language Analysis with Recurrent Multistage Fusion. EMNLP 2018: 150-161 - [c13]Tadas Baltrusaitis, Amir Zadeh, Yao Chong Lim, Louis-Philippe Morency:
OpenFace 2.0: Facial Behavior Analysis Toolkit. FG 2018: 59-66 - [c12]Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency:
Multimodal Local-Global Ranking Fusion for Emotion Recognition. ICMI 2018: 472-476 - [c11]Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency, Roger Zimmermann:
Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos. NAACL-HLT 2018: 2122-2132 - 2017
- [c10]Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency:
Context-Dependent Sentiment Analysis in User-Generated Videos. ACL (1) 2017: 873-883 - [c9]Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency:
Combating Human Trafficking with Multimodal Deep Models. ACL (1) 2017: 1547-1556 - [c8]Amir Zadeh, Tadas Baltrusaitis, Louis-Philippe Morency:
Convolutional Experts Constrained Local Model for Facial Landmark Detection. CVPR Workshops 2017: 2051-2059 - [c7]Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Tensor Fusion Network for Multimodal Sentiment Analysis. EMNLP 2017: 1103-1114 - [c6]Amir Zadeh, Yao Chong Lim, Tadas Baltrusaitis, Louis-Philippe Morency:
Convolutional Experts Constrained Local Model for 3D Facial Landmark Detection. ICCV Workshops 2017: 2519-2528 - [c5]Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency:
Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis. ICDM 2017: 1033-1038 - [c4]Minghai Chen, Sen Wang, Paul Pu Liang, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency:
Multimodal sentiment analysis with word-level fusion and reinforcement learning. ICMI 2017: 163-171 - 2016
- [c3]KangGeon Kim, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency, Gérard G. Medioni:
Holistically Constrained Local Model: Going Beyond Frontal Poses for Facial Landmark Detection. BMVC 2016 - 2015
- [c2]Amir Zadeh:
Micro-opinion Sentiment Intensity Analysis and Summarization in Online Videos. ICMI 2015: 587-591 - 2014
- [c1]AmirAli Bagher Zadeh, Kenji Sagae, Louis-Philippe Morency:
Towards Learning Nonverbal Identities from the Web: Automatically Identifying Visually Accentuated Words. IVA 2014: 496-503
Informal and Other Publications
- 2024
- [i30]Masum Hasan, Cengiz Özel, Nina Long, Alexander Martin, Samuel Potter, T. M. Tariq Adnan, Sangwu Lee, Amir Zadeh, Ehsan Hoque:
Hi5: 2D Hand Pose Estimation with Zero Human Annotation. CoRR abs/2406.03599 (2024) - 2023
- [i29]Yingting Li, Ambuj Mehrish, Shuai Zhao, Rishabh Bhardwaj, Amir Zadeh, Navonil Majumder, Rada Mihalcea, Soujanya Poria:
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. CoRR abs/2303.03267 (2023) - 2022
- [i28]Alex Wilf, Qianli M. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency:
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. CoRR abs/2208.01036 (2022) - [i27]Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency:
Foundations and Recent Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions. CoRR abs/2209.03430 (2022) - 2021
- [i26]Amir Zadeh, Santiago Benoit, Louis-Philippe Morency:
StarNet: Gradient-free Training of Deep Generative Models using Determined System of Linear Equations. CoRR abs/2101.00574 (2021) - [i25]Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria:
Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. CoRR abs/2107.13669 (2021) - [i24]Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria:
M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. CoRR abs/2108.01260 (2021) - [i23]Amir Zadeh, Santiago Benoit, Louis-Philippe Morency:
Relay Variational Inference: A Method for Accelerated Encoderless VI. CoRR abs/2110.13422 (2021) - 2020
- [i22]Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander F. Gelbukh, Amir Hussain, Louis-Philippe Morency:
Improving Aspect-Level Sentiment Analysis with Aspect Extraction. CoRR abs/2005.06607 (2020) - [i21]Jianing Yang, Yuying Zhu, Yongxin Wang, Ruitao Yi, Amir Zadeh, Louis-Philippe Morency:
What Gives the Answer Away? Question Answering Bias Analysis on Video QA Datasets. CoRR abs/2007.03626 (2020) - [i20]Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh:
Emerging Trends of Multimodal Research in Vision and Language. CoRR abs/2010.09522 (2020) - [i19]Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency:
MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences. CoRR abs/2010.11985 (2020) - 2019
- [i18]Amir Zadeh, Yao Chong Lim, Paul Pu Liang, Louis-Philippe Morency:
Variational Auto-Decoder. CoRR abs/1903.00840 (2019) - [i17]Md. Kamrul Hasan, Wasifur Rahman, Amir Zadeh, Jianyuan Zhong, Md. Iftekhar Tanveer, Louis-Philippe Morency, Mohammed E. Hoque:
UR-FUNNY: A Multimodal Language Dataset for Understanding Humor. CoRR abs/1904.06618 (2019) - [i16]Wasifur Rahman, Md. Kamrul Hasan, Amir Zadeh, Louis-Philippe Morency, Mohammed Ehsan Hoque:
M-BERT: Injecting Multimodal Information in the BERT Structure. CoRR abs/1908.05787 (2019) - [i15]Amir Zadeh, Tianjun Ma, Soujanya Poria, Louis-Philippe Morency:
WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation. CoRR abs/1911.09783 (2019) - [i14]Amir Zadeh, Chengfeng Mao, Kelly Shi, Yiwei Zhang, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency:
Factorized Multimodal Transformer for Multimodal Sequential Learning. CoRR abs/1911.09826 (2019) - [i13]Amir Zadeh, Smon Hessner, Yao Chong Lim, Louis-Philippe Morency:
Pseudo-Encoded Stochastic Variational Inference. CoRR abs/1912.09423 (2019) - 2018
- [i12]Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency:
Multi-attention Recurrent Network for Human Communication Comprehension. CoRR abs/1802.00923 (2018) - [i11]Minghai Chen, Sen Wang, Paul Pu Liang, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency:
Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning. CoRR abs/1802.00924 (2018) - [i10]Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Memory Fusion Network for Multi-view Sequential Learning. CoRR abs/1802.00927 (2018) - [i9]Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency:
Efficient Low-rank Multimodal Fusion with Modality-Specific Factors. CoRR abs/1806.00064 (2018) - [i8]Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov:
Learning Factorized Multimodal Representations. CoRR abs/1806.06176 (2018) - [i7]Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency:
Multimodal Language Analysis with Recurrent Multistage Fusion. CoRR abs/1808.03920 (2018) - [i6]Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency:
Multimodal Local-Global Ranking Fusion for Emotion Recognition. CoRR abs/1809.04931 (2018) - [i5]Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency:
Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors. CoRR abs/1811.09362 (2018) - 2017
- [i4]Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency:
Combating Human Trafficking with Deep Multimodal Models. CoRR abs/1705.02735 (2017) - [i3]Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency:
Tensor Fusion Network for Multimodal Sentiment Analysis. CoRR abs/1707.07250 (2017) - 2016
- [i2]Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency:
MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos. CoRR abs/1606.06259 (2016) - [i1]Amir Zadeh, Tadas Baltrusaitis, Louis-Philippe Morency:
Deep Constrained Local Models for Facial Landmark Detection. CoRR abs/1611.08657 (2016)
Coauthor Index
aka: Navonil Mazumder
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