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Such, Felipe Petroski

  1. Evaluating Large Language Models Trained on Code
    2021/07/07 by Mark Chen, Jerry Tworek, Chen, Mark +122 · 9 voices · 1249 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Software Engineering Research #Topic Modeling #cs.LG
  2. Deep Neuroevolution: Genetic Algorithms Are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning
    2017/12/18 by Felipe Petroski Such, Such, Felipe Petroski, Vashisht Madhavan +9 · 1 voice · 49 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Modular Robots and Swarm Intelligence
  3. GPT-4 Technical Report
    2023/03/15 by OpenAI, Achiam, Josh, Adler, Steven +278 · 2558 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. GPT-4o System Card
    2024/10/25 by OpenAI, :, A. M. Hurst +503 · 1189 citations
    Medicine · #Cardiovascular Function and Risk Factors #Hyperglycemia and glycemic control in critically ill and hospitalized patients
  5. OpenAI o1 System Card
    2024/12/21 by OpenAI, :, Aaron Jaech +347 · 502 citations
    Computer Science · #Advanced Computational Techniques and Applications
  6. An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
    2018/07/09 by Rosanne Liu, Liu, Rosanne, Joel Lehman +11 · 56 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications
  7. Text and Code Embeddings by Contrastive Pre-Training
    2022/01/24 by Neelakantan, Arvind, Xu, Tao, Puri, Raul +22 · 35 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Improving Exploration in Evolution Strategies for Deep Reinforcement Learning via a Population of Novelty-Seeking Agents
    2017/12/18 by Conti, Edoardo, Madhavan, Vashisht, Such, Felipe Petroski +3 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  9. Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data
    2019/12/17 by Felipe Petroski Such, Aditya Rawal, Such, Felipe Petroski +7 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  10. Fully Convolutional Networks for Handwriting Recognition
    2019/07/10 by Such, Felipe Petroski, Peri, Dheeraj, Brockler, Frank +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  11. Generalized Hidden Parameter MDPs Transferable Model-based RL in a Handful of Trials
    2020/02/08 by Perez, Christian F., Such, Felipe Petroski, Karaletsos, Theofanis · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)