vix.ing · top · new · best · stats · spec

Aston Zhang

  1. Multimodal Chain-of-Thought Reasoning in Language Models
    2023/02/02 by Zhuosheng Zhang, Aston Zhang, Zhang, Zhuosheng +9 · 1 voice · 132 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.CV
  2. Automatic Chain of Thought Prompting in Large Language Models
    2022/10/07 by Zhuosheng Zhang, Zhang, Zhuosheng, Aston Zhang +5 · 66 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  3. Is ChatGPT a General-Purpose Natural Language Processing Task Solver?
    2023/02/08 by Chengwei Qin, Aston Zhang, Qin, Chengwei +9 · 23 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques
  4. You Only Look at Screens: Multimodal Chain-of-Action Agents
    2023/09/20 by Zhuosheng Zhang, Zhang, Zhuosheng, Aston Zhang +1 · 28 citations
    Computer Science · Medicine · #Topic Modeling #AI in Service Interactions #Artificial Intelligence in Healthcare and Education
  5. AIM: Adapting Image Models for Efficient Video Action Recognition
    2023/02/06 by Taojiannan Yang, Yang, Taojiannan, Yi Zhu +9 · 16 citations
    Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Diabetic Foot Ulcer Assessment and Management #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  6. Dive into Deep Learning
    2021/06/21 by Aston Zhang, Zhang, Aston, Zachary C. Lipton +5 · 14 citations
    Computer Science · #Machine Learning and Data Classification #Topic Modeling #Data Stream Mining Techniques
  7. Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents
    2023/11/20 by Zhuosheng Zhang, Zhang, Zhuosheng, Yao Yao +19 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA) #Natural Language Processing Techniques #Topic Modeling
  8. MixGen: A New Multi-Modal Data Augmentation
    2022/06/16 by Xiaoshuai Hao, Yi Zhu, Hao, Xiaoshuai +11 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  9. Caution for the Environment: Multimodal LLM Agents are Susceptible to Environmental Distractions
    2024/08/05 by Xinbei Ma, Ma, Xinbei, Yiting Wang +11 · 13 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  10. DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework
    2017/06/05 by Shuochao Yao, Yiran Zhao, Yao, Shuochao +7 · 5 citations
    Physics and Astronomy · Computer Science · #Model Reduction and Neural Networks #Anomaly Detection Techniques and Applications #Target Tracking and Data Fusion in Sensor Networks
  11. Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition
    2023/04/10 by Shuhuai Ren, Ren, Shuhuai, Aston Zhang +13 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  12. Trap and Replace: Defending Backdoor Attacks by Trapping Them into an Easy-to-Replace Subnetwork
    2022/10/12 by Haotao Wang, Wang, Haotao, Junyuan Hong +6 · 3 citations
    Computer Science · Medicine · #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Anomaly Detection Techniques and Applications
  13. CoCon: A Self-Supervised Approach for Controlled Text Generation
    2020/06/05 by Alvin Chan, Chan, Alvin, Yew-Soon Ong +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  14. Removing Batch Normalization Boosts Adversarial Training
    2022/07/04 by Haotao Wang, Wang, Haotao, Aston Zhang +9 · 2 citations
    Computer Science · Medicine · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. OS-Kairos: Adaptive Interaction for MLLM-Powered GUI Agents
    2025/02/26 by Pengzhou Cheng, Cheng, Pengzhou, Zheng Wu +9 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Speech and dialogue systems
  16. Parameter-Efficient Fine-Tuning Design Spaces
    2023/01/04 by Jiaao Chen, Chen, Jiaao, Aston Zhang +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  17. Quaternion Collaborative Filtering for Recommendation
    2019/06/06 by Shuai Zhang, Lina Yao, Zhang, Shuai +7 · 1 citation
    Computer Science · #Advanced Data Compression Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music and Audio Processing #Recommender Systems and Techniques
  18. Law of the Weakest Link: Cross Capabilities of Large Language Models
    2024/09/30 by Ming Zhong, Zhong, Ming, Aston Zhang +29 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  19. Learning Multimodal Data Augmentation in Feature Space
    2022/12/29 by Zichang Liu, Liu, Zichang, Zhiqiang Tang +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  20. A Systematic Examination of Preference Learning through the Lens of Instruction-Following
    2024/12/18 by Joongwon Kim, Anirudh Goyal, Kim, Joongwon +15 · 1 citation
    Psychology · Computer Science · Social Sciences · #Innovative Teaching and Learning Methods #Education and Learning Interventions #Education, Safety, and Science Studies