Tesileanu, Tiberiu
- xVal: A Continuous Numerical Tokenization for Scientific Language Models
2023/10/04 by Siavash Golkar, Golkar, Siavash, M. Pettee +28 · 2 voices · 5 citations
Computer Science · Mathematics · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
- Multiple Physics Pretraining for Physical Surrogate Models
2023/10/04 by Michael T. McCabe, Bruno Régaldo-Saint Blancard, McCabe, Michael +25 · 24 citations
Physics and Astronomy · Computer Science · Biochemistry, Genetics and Molecular Biology · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques
- Constrained Predictive Coding as a Biologically Plausible Model of the Cortical Hierarchy
2022/10/27 by Siavash Golkar, Golkar, Siavash, Tiberiu Teşileanu +7 · 1 citation
Computer Science · Neuroscience · #FOS: Biological sciences #Functional Brain Connectivity Studies #Neural Networks and Applications #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
- An online algorithm for contrastive Principal Component Analysis
2022/11/14 by Golkar, Siavash, Lipshutz, David, Tesileanu, Tiberiu +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)