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Zadeh, Amir

  1. Tensor Fusion Network for Multimodal Sentiment Analysis
    2017/07/23 by Zadeh, Amir, Chen, Minghai, Poria, Soujanya +2 · 50 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  2. Diffusion Beats Autoregressive in Data-Constrained Settings
    2025/07/21 by Mihir Prabhudesai, Prabhudesai, Mihir, Mengning Wu +9 · 3 voices · 19 citations
    Computer Science · Physics and Astronomy · #Model Reduction and Neural Networks #Neural Networks and Applications #cs.AI #cs.CV #cs.LG #cs.RO
  3. Efficient Low-rank Multimodal Fusion with Modality-Specific Factors
    2018/05/31 by Zhun Liu, Ying Shen, Liu, Zhun +9 · 44 citations
    Computer Science · Psychology · #Sentiment Analysis and Opinion Mining #Emotion and Mood Recognition #Multimodal Machine Learning Applications
  4. Memory Fusion Network for Multi-view Sequential Learning
    2018/02/03 by Amir Zadeh, Paul Pu Liang, Zadeh, Amir +9 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and ELM
  5. Learning Factorized Multimodal Representations
    2018/06/16 by Yao-Hung Hubert Tsai, Paul Pu Liang, Tsai, Yao-Hung Hubert +7 · 17 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Topic Modeling
  6. Foundations and Trends in Multimodal Machine Learning: Principles, Challenges, and Open Questions
    2022/09/07 by Paul Pu Liang, Liang, Paul Pu, Amir Zadeh +3 · 23 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling
  7. NORA: A Small Open-Sourced Generalist Vision Language Action Model for Embodied Tasks
    2025/04/28 by Chia-Yu Hung, Hung, Chia-Yu, Qi Sun +13 · 30 citations
    Computer Science · Engineering · Psychology · #Multimodal Machine Learning Applications #Robot Manipulation and Learning #Social Robot Interaction and HRI
  8. Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal\n Sentiment Analysis
    2021/07/28 by Wei Han, Han, Wei, Hui Chen +9 · 7 citations
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic #Sentiment Analysis and Opinion Mining
  9. Multi-attention Recurrent Network for Human Communication Comprehension
    2018/02/03 by Zadeh, Amir, Liang, Paul Pu, Poria, Soujanya +3 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Multimodal Sentiment Analysis with Word-Level Fusion and Reinforcement Learning
    2018/02/03 by Chen, Minghai, Wang, Sen, Liang, Paul Pu +3 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  11. Multimodal Language Analysis with Recurrent Multistage Fusion
    2018/08/12 by Liang, Paul Pu, Liu, Ziyin, Zadeh, Amir +1 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  12. Words Can Shift: Dynamically Adjusting Word Representations Using Nonverbal Behaviors
    2018/11/23 by Yansen Wang, Wang, Yansen, Ying Shen +9 · 3 citations
    Computer Science · Psychology · #Sentiment Analysis and Opinion Mining #Emotion and Mood Recognition #Topic Modeling
  13. Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding
    2023/03/02 by Yingting Li, Li, Yingting, Ambuj Mehrish +13 · 3 citations
    Computer Science · #Speech Recognition and Synthesis #Speech and dialogue systems #Topic Modeling
  14. BLEUBERI: BLEU is a surprisingly effective reward for instruction following
    2025/05/16 by Yapei Chang, Yekyung Kim, Chang, Yapei +11 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  15. What Gives the Answer Away? Question Answering Bias Analysis on Video QA Datasets
    2020/07/07 by Yang, Jianing, Zhu, Yuying, Wang, Yongxin +3 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. Lessons from Training Grounded LLMs with Verifiable Rewards
    2025/06/18 by Shang Hong Sim, Tej Deep Pala, Sim, Shang Hong +13 · 4 citations
    Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision
    2025/05/26 by Pala, Tej Deep, Sharma, Panshul, Zadeh, Amir +2 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  18. Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents
    2025/08/08 by Lin, Han, Cho, Jaemin, Zadeh, Amir +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  19. Factorized Multimodal Transformer for Multimodal Sequential Learning
    2019/11/22 by Amir Zadeh, Zadeh, Amir, Chengfeng Mao +11 · 1 citation
    Computer Science · #Speech and dialogue systems #Speech Recognition and Synthesis #Topic Modeling
  20. LLMs Can't Handle Peer Pressure: Crumbling under Multi-Agent Social Interactions
    2025/08/24 by Song, Maojia, Pala, Tej Deep, Jin, Weisheng +4 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. NORA-1.5: A Vision-Language-Action Model Trained using World Model- and Action-based Preference Rewards
    2025/11/18 by Hung, Chia-Yu, Majumder, Navonil, Deng, Haoyuan +7 · 2 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO) #Social Robot Interaction and HRI
  22. OffTopicEval: When Large Language Models Enter the Wrong Chat, Almost Always!
    2025/09/30 by Lei, Jingdi, Gumma, Varun, Bhardwaj, Rishabh +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences