Marin Soljačić
- Papers
- 9
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Authored papers
9L$^2$M: Mutual Information Scaling Law for Long-Context Language Modeling
arXiv 2025
KAN: Kolmogorov-Arnold Networks
arXiv 2024
QuanTA: Efficient High-Rank Fine-Tuning of LLMs with Quantum-Informed Tensor Adaptation
arXiv 2024
TENG: Time-Evolving Natural Gradient for Solving PDEs With Deep Neural Nets Toward Machine Precision
arXiv 2024
Multimodal Foundation Models for Material Property Prediction and Discovery
arXiv 2023
ANTN: Bridging Autoregressive Neural Networks and Tensor Networks for Quantum Many-Body Simulation
autoregressive-neural-tensornet-bridging
Multi-Symmetry Ensembles: Improving Diversity and Generalization via Opposing Symmetries
arXiv 2023
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings
NAACL 2022 7
Equivariant Contrastive Learning
arXiv 2021
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Frequent co-authors
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