Jonathan Lorraine

1. LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models
   2024/11/14 by Z. Maggie Wang, Jonathan Lorraine, Wang, Zhengyi +9 · 24 citations
   Computer Science · Engineering · #3D Shape Modeling and Analysis #68T05 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #I.2.10 #I.2.6 #I.3.5 #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
2. Using Large Language Models for Hyperparameter Optimization
   2023/12/07 by Michael R. Zhang, Zhang, Michael R., Nishkrit Desai +7 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
3. Graph Metanetworks for Processing Diverse Neural Architectures
   2023/12/07 by Derek Lim, Haggai Maron, Lim, Derek +7 · 5 citations
   Computer Science · Materials Science · #Neural Networks and Applications #Machine Learning in Materials Science
4. Training Data Attribution via Approximate Unrolled Differentiation
   2024/05/20 by Juhan Bae, Wu Lin, Bae, Juhan +5 · 6 citations
   Computer Science · #FOS: Computer and information sciences #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning and Algorithms #Machine Learning and Data Classification
5. Complex Momentum for Optimization in Games
   2021/02/16 by Jonathan Lorraine, Lorraine, Jonathan, David Acuna +5 · 1 citation
   Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Model Reduction and Neural Networks
6. JacNet: Learning Functions with Structured Jacobians
   2024/08/23 by Jonathan Lorraine, Lorraine, Jonathan, Safwan Hossain +1 · 1 citation
   Computer Science · #68T07 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #G.1.0 #I.2.6 #I.5.1 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Neural Networks and Applications
7. Understanding Neural Architecture Search Techniques
   2019/03/31 by George Alexandru Adam, Adam, George, Jonathan Lorraine +1 · 1 citation
   Computer Science · Engineering · Materials Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science