Amir Zadeh - RankMe

68 papers A* 8A 1B 7Misc 1Journal 41Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision. EMNLP (Findings) Pala Tej Deep, Panshul Sharma, Amir Zadeh, Chuan Li, Soujanya Poria
2025	J	`jnl`	Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision. CoRR Pala Tej Deep, Panshul Sharma, Amir Zadeh, Chuan Li, Soujanya Poria
2025	J	`jnl`	LLMs Can't Handle Peer Pressure: Crumbling under Multi-Agent Social Interactions. CoRR Maojia Song, Pala Tej Deep, Weisheng Jin, Amir Zadeh, Chuan Li, Dorien Herremans, Soujanya Poria
2025	J	`jnl`	Lessons from Training Grounded LLMs with Verifiable Rewards. CoRR Shang Hong Sim, Pala Tej Deep, Vernon Toh, Hai Leong Chieu, Amir Zadeh, Chuan Li, Navonil Majumder, Soujanya Poria
2025	J	`jnl`	NORA-1.5: A Vision-Language-Action Model Trained using World Model- and Action-based Preference Rewards. CoRR Chia-Yu Hung, Navonil Majumder, Haoyuan Deng, Liu Renhang, Yankang Ang, Amir Zadeh, Chuan Li, Dorien Herremans, Ziwei Wang, Soujanya Poria
2025	J	`jnl`	NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks. CoRR Chia-Yu Hung, Qi Sun, Pengfei Hong, Amir Zadeh, Chuan Li, U-Xuan Tan, Navonil Majumder, Soujanya Poria
2025	J	`jnl`	OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always! CoRR Jingdi Lei, Varun Gumma, Rishabh Bhardwaj, Seok Min Lim, Chuan Li, Amir Zadeh, Soujanya Poria
2025	J	`jnl`	PromptDistill: Query-based Selective Token Retention in Intermediate Layers for Efficient Large Language Model Inference. CoRR Weisheng Jin, Maojia Song, Pala Tej Deep, Yew Ken Chia, Amir Zadeh, Chuan Li, Soujanya Poria
2024	J	`jnl`	Foundations & Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions. ACM Comput. Surv. Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2024	J	`jnl`	Hi5: 2D Hand Pose Estimation with Zero Human Annotation. CoRR Masum Hasan, Cengiz Özel, Nina Long, Alexander Martin, Samuel Potter, T. M. Tariq Adnan, Sangwu Lee, Amir Zadeh, Ehsan Hoque
2023	Misc	`conf`	Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. ICASSP Yingting Li, Ambuj Mehrish, Rishabh Bhardwaj, Navonil Majumder, Bo Cheng, Shuai Zhao, Amir Zadeh, Rada Mihalcea, Soujanya Poria
2023	J	`jnl`	Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding. CoRR Yingting Li, Ambuj Mehrish, Shuai Zhao, Rishabh Bhardwaj, Amir Zadeh, Navonil Majumder, Rada Mihalcea, Soujanya Poria
2023	B	`conf`	Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. FG Alex Wilf, Martin Q. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2022	J	`jnl`	Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. CoRR Alex Wilf, Qianli M. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2022	J	`jnl`	Foundations and Recent Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions. CoRR Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2022	J	`jnl`	Multimodal research in vision and language: A review of current and emerging trends. Inf. Fusion Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh
2021	B	`conf`	Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. ICMI Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria
2021	J	`jnl`	Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis. CoRR Wei Han, Hui Chen, Alexander F. Gelbukh, Amir Zadeh, Louis-Philippe Morency, Soujanya Poria
2021	A*	`conf`	Humor Knowledge Enriched Transformer for Understanding Multimodal Humor. AAAI Md. Kamrul Hasan, Sangwu Lee, Wasifur Rahman, Amir Zadeh, Rada Mihalcea, Louis-Philippe Morency, Ehsan Hoque
2021	B	`conf`	M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. ICMI Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria
2021	J	`jnl`	M2H2: A Multimodal Multiparty Hindi Dataset For Humor Recognition in Conversations. CoRR Dushyant Singh Chauhan, Gopendra Vikram Singh, Navonil Majumder, Amir Zadeh, Asif Ekbal, Pushpak Bhattacharyya, Louis-Philippe Morency, Soujanya Poria
2021	—	`conf`	MTAG: Modal-Temporal Attention Graph for Unaligned Human Multimodal Language Sequences. NAACL-HLT Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency
2021	J	`jnl`	Relay Variational Inference: A Method for Accelerated Encoderless VI. CoRR Amir Zadeh, Santiago Benoit, Louis-Philippe Morency
2021	J	`jnl`	StarNet: Gradient-free Training of Deep Generative Models using Determined System of Linear Equations. CoRR Amir Zadeh, Santiago Benoit, Louis-Philippe Morency
2020	J	`jnl`	Emerging Trends of Multimodal Research in Vision and Language. CoRR Shagun Uppal, Sarthak Bhagat, Devamanyu Hazarika, Navonil Majumder, Soujanya Poria, Roger Zimmermann, Amir Zadeh
2020	J	`jnl`	Foundations of Multimodal Co-learning. Inf. Fusion Amir Zadeh, Paul Pu Liang, Louis-Philippe Morency
2020	J	`jnl`	Improving Aspect-Level Sentiment Analysis with Aspect Extraction. CoRR Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Amir Zadeh, Alexander F. Gelbukh, Amir Hussain, Louis-Philippe Morency
2020	J	`jnl`	MTGAT: Multimodal Temporal Graph Attention Networks for Unaligned Human Multimodal Language Sequences. CoRR Jianing Yang, Yongxin Wang, Ruitao Yi, Yuying Zhu, Azaan Rehman, Amir Zadeh, Soujanya Poria, Louis-Philippe Morency
2020	J	`jnl`	What Gives the Answer Away? Question Answering Bias Analysis on Video QA Datasets. CoRR Jianing Yang, Yuying Zhu, Yongxin Wang, Ruitao Yi, Amir Zadeh, Louis-Philippe Morency
2019	J	`jnl`	Factorized Multimodal Transformer for Multimodal Sequential Learning. CoRR Amir Zadeh, Chengfeng Mao, Kelly Shi, Yiwei Zhang, Paul Pu Liang, Soujanya Poria, Louis-Philippe Morency
2019	—	`conf`	Learning Factorized Multimodal Representations. ICLR (Poster) Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov
2019	J	`jnl`	M-BERT: Injecting Multimodal Information in the BERT Structure. CoRR Wasifur Rahman, Md. Kamrul Hasan, Amir Zadeh, Louis-Philippe Morency, Mohammed Ehsan Hoque
2019	J	`jnl`	Pseudo-Encoded Stochastic Variational Inference. CoRR Amir Zadeh, Smon Hessner, Yao Chong Lim, Louis-Philippe Morency
2019	A*	`conf`	Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence. CVPR Amir Zadeh, Michael Chan, Paul Pu Liang, Edmund Tong, Louis-Philippe Morency
2019	J	`jnl`	UR-FUNNY: A Multimodal Language Dataset for Understanding Humor. CoRR Md. Kamrul Hasan, Wasifur Rahman, Amir Zadeh, Jianyuan Zhong, Md. Iftekhar Tanveer, Louis-Philippe Morency, Mohammed E. Hoque
2019	J	`jnl`	Variational Auto-Decoder. CoRR Amir Zadeh, Yao Chong Lim, Paul Pu Liang, Louis-Philippe Morency
2019	J	`jnl`	WildMix Dataset and Spectro-Temporal Transformer Model for Monoaural Audio Source Separation. CoRR Amir Zadeh, Tianjun Ma, Soujanya Poria, Louis-Philippe Morency
2019	A*	`conf`	Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors. AAAI Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018	—	`conf`	Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos. NAACL-HLT Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency, Roger Zimmermann
2018	—	`conf`	Efficient Low-rank Multimodal Fusion With Modality-Specific Factors. ACL (1) Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018	J	`jnl`	Efficient Low-rank Multimodal Fusion with Modality-Specific Factors. CoRR Zhun Liu, Ying Shen, Varun Bharadhwaj Lakshminarasimhan, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018	J	`jnl`	Learning Factorized Multimodal Representations. CoRR Yao-Hung Hubert Tsai, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency, Ruslan Salakhutdinov
2018	A*	`conf`	Memory Fusion Network for Multi-view Sequential Learning. AAAI Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018	J	`jnl`	Memory Fusion Network for Multi-view Sequential Learning. CoRR Amir Zadeh, Paul Pu Liang, Navonil Mazumder, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018	A*	`conf`	Multi-attention Recurrent Network for Human Communication Comprehension. AAAI Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency
2018	J	`jnl`	Multi-attention Recurrent Network for Human Communication Comprehension. CoRR Amir Zadeh, Paul Pu Liang, Soujanya Poria, Prateek Vij, Erik Cambria, Louis-Philippe Morency
2018	—	`conf`	Multimodal Language Analysis in the Wild: CMU-MOSEI Dataset and Interpretable Dynamic Fusion Graph. ACL (1) Amir Zadeh, Paul Pu Liang, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2018	A*	`conf`	Multimodal Language Analysis with Recurrent Multistage Fusion. EMNLP Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency
2018	J	`jnl`	Multimodal Language Analysis with Recurrent Multistage Fusion. CoRR Paul Pu Liang, Ziyin Liu, Amir Zadeh, Louis-Philippe Morency
2018	B	`conf`	Multimodal Local-Global Ranking Fusion for Emotion Recognition. ICMI Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018	J	`jnl`	Multimodal Local-Global Ranking Fusion for Emotion Recognition. CoRR Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2018	J	`jnl`	Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning. CoRR Minghai Chen, Sen Wang, Paul Pu Liang, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency
2018	B	`conf`	OpenFace 2.0: Facial Behavior Analysis Toolkit. FG Tadas Baltrusaitis, Amir Zadeh, Yao Chong Lim, Louis-Philippe Morency
2018	J	`jnl`	Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors. CoRR Yansen Wang, Ying Shen, Zhun Liu, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2017	J	`jnl`	Combating Human Trafficking with Deep Multimodal Models. CoRR Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency
2017	—	`conf`	Combating Human Trafficking with Multimodal Deep Models. ACL (1) Edmund Tong, Amir Zadeh, Cara Jones, Louis-Philippe Morency
2017	—	`conf`	Context-Dependent Sentiment Analysis in User-Generated Videos. ACL (1) Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency
2017	—	`conf`	Convolutional Experts Constrained Local Model for 3D Facial Landmark Detection. ICCV Workshops Amir Zadeh, Yao Chong Lim, Tadas Baltrusaitis, Louis-Philippe Morency
2017	—	`conf`	Convolutional Experts Constrained Local Model for Facial Landmark Detection. CVPR Workshops Amir Zadeh, Tadas Baltrusaitis, Louis-Philippe Morency
2017	A*	`conf`	Multi-level Multiple Attentions for Contextual Multimodal Sentiment Analysis. ICDM Soujanya Poria, Erik Cambria, Devamanyu Hazarika, Navonil Majumder, Amir Zadeh, Louis-Philippe Morency
2017	B	`conf`	Multimodal sentiment analysis with word-level fusion and reinforcement learning. ICMI Minghai Chen, Sen Wang, Paul Pu Liang, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency
2017	A*	`conf`	Tensor Fusion Network for Multimodal Sentiment Analysis. EMNLP Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2017	J	`jnl`	Tensor Fusion Network for Multimodal Sentiment Analysis. CoRR Amir Zadeh, Minghai Chen, Soujanya Poria, Erik Cambria, Louis-Philippe Morency
2016	J	`jnl`	Deep Constrained Local Models for Facial Landmark Detection. CoRR Amir Zadeh, Tadas Baltrusaitis, Louis-Philippe Morency
2016	A	`conf`	Holistically Constrained Local Model: Going Beyond Frontal Poses for Facial Landmark Detection. BMVC KangGeon Kim, Tadas Baltrusaitis, Amir Zadeh, Louis-Philippe Morency, Gérard G. Medioni
2016	J	`jnl`	MOSI: Multimodal Corpus of Sentiment Intensity and Subjectivity Analysis in Online Opinion Videos. CoRR Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency
2016	J	`jnl`	Multimodal Sentiment Intensity Analysis in Videos: Facial Gestures and Verbal Messages. IEEE Intell. Syst. Amir Zadeh, Rowan Zellers, Eli Pincus, Louis-Philippe Morency
2015	B	`conf`	Micro-opinion Sentiment Intensity Analysis and Summarization in Online Videos. ICMI Amir Zadeh