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Cox, David

  1. Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision
    2023/05/04 by Zhiqing Sun, Yikang Shen, Sun, Zhiqing +13 · 2 voices · 20 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.CY #cs.LG
  2. ThreeDWorld: A Platform for Interactive Multi-Modal Physical Simulation
    2020/07/09 by Chuang Gan, Gan, Chuang, J. Schwartz +44 · 23 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
  3. Deep Predictive Coding Networks for Video Prediction and Unsupervised Learning
    2016/05/25 by Lotter, William, Kreiman, Gabriel, Cox, David · 8 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Neurons and Cognition (q-bio.NC)
  4. ZO-AdaMM: Zeroth-Order Adaptive Momentum Method for Black-Box\n Optimization
    2019/10/14 by Xiangyi Chen, Chen, Xiangyi, Sijia Liu +11 · 10 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
  5. ContentVec: An Improved Self-Supervised Speech Representation by Disentangling Speakers
    2022/04/20 by Qian, Kaizhi, Zhang, Yang, Gao, Heting +5 · 9 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  6. SALMON: Self-Alignment with Instructable Reward Models
    2023/10/09 by Sun, Zhiqing, Shen, Yikang, Zhang, Hongxin +5 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  7. Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
    2024/06/27 by Ibrahim Abdelaziz, Kinjal Basu, Abdelaziz, Ibrahim +49 · 9 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
  8. Satori: Reinforcement Learning with Chain-of-Action-Thought Enhances LLM Reasoning via Autoregressive Search
    2025/02/04 by Maohao Shen, Guangtao Zeng, Shen, Maohao +17 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Software Engineering Research
  9. Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in\n Untrimmed Sequences
    2020/01/29 by Rosaura G. VidalMata, VidalMata, Rosaura G., Walter J. Scheirer +7 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  10. Unsupervised Speech Decomposition via Triple Information Bottleneck
    2020/04/23 by Qian, Kaizhi, Zhang, Yang, Chang, Shiyu +2 · 3 citations
    #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  11. Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks
    2021/10/26 by Yonggan Fu, Fu, Yonggan, Qixuan Yu +11 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. Granite Vision: a lightweight, open-source multimodal model for enterprise Intelligence
    2025/02/14 by Leonid Karlinsky, Granite Vision Team, Karlinsky, Leonid +119 · 8 citations
    Business, Management and Accounting · #Competitive and Knowledge Intelligence
  13. Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
    2024/06/17 by Kang, Junmo, Karlinsky, Leonid, Luo, Hongyin +7 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Self-supervised Moving Vehicle Tracking with Stereo Sound
    2019/10/25 by Gan, Chuang, Zhao, Hang, Chen, Peihao +2 · 2 citations
    #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
  15. PARP: Prune, Adjust and Re-Prune for Self-Supervised Speech Recognition
    2021/06/10 by Cheng-I Lai, Lai, Cheng-I Jeff, Alexander H. Liu +16 · 2 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  16. Syntactically Informed Text Compression with Recurrent Neural Networks
    2016/08/08 by Cox, David · 1 citation
    #Computation and Language (cs.CL) #E.4 #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG)
  17. Using Human Brain Activity to Guide Machine Learning
    2017/03/16 by Fong, Ruth, Scheirer, Walter, Cox, David · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. A Multi-Scale CNN and Curriculum Learning Strategy for Mammogram\n Classification
    2017/07/21 by William Lotter, Greg Sorensen, Lotter, William +3 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
  19. A neural network trained to predict future video frames mimics critical properties of biological neuronal responses and perception
    2018/05/28 by Lotter, William, Kreiman, Gabriel, Cox, David · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neurons and Cognition (q-bio.NC)
  20. Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
    2024/05/27 by Wang, Runqian, Ghosh, Soumya, Cox, David +4 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. The infrastructure powering IBM's Gen AI model development
    2024/07/07 by Talia Gershon, Gershon, Talia, Seetharami Seelam +241 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Digital Transformation in Industry #Distributed #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Parallel #Robotics and Automated Systems #and Cluster Computing (cs.DC)
  22. VALHALLA: Visual Hallucination for Machine Translation
    2022/05/31 by Li, Yi, Panda, Rameswar, Kim, Yoon +4 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. Granite Embedding Models
    2025/02/27 by Parul Awasthy, Awasthy, Parul, Aashka Trivedi +39 · 3 citations
    Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Advanced Graph Neural Networks
  24. ConStruct-VL: Data-Free Continual Structured VL Concepts Learning
    2022/11/17 by Paola Cascante-Bonilla, Smith, James Seale, Assaf Arbelle +16 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications
  25. Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering
    2025/05/29 by Zeng, Guangtao, Shen, Maohao, Chen, Delin +8 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  26. Granite Embedding R2 Models
    2025/08/26 by Parul Awasthy, Awasthy, Parul, Aashka Trivedi +36 · 4 citations
    Computer Science · #Information Retrieval and Search Behavior #Topic Modeling #Natural Language Processing Techniques