Guaranteeing Conservation Laws with Projection in Physics-Informed Neural Networks
- Anthony Baez
- Wang Zhang
- et al.
- 2024
- NeurIPS 2024
Workshop paper
Publications
1614 results for Machine Learning
Fine-Tuned MLP-Mixers as data-driven Numerical Surrogates?
- Imran Nasim
- Joao Lucas de Sousa Almeida
- 2024
- NeurIPS 2024
Workshop paperA Mamba-Based Foundation Model for Chemistry
- Emilio Ashton Vital Brazil
- Eduardo Almeida Soares
- et al.
- 2024
- NeurIPS 2024
Workshop paperModern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations
- 2024
- NeurIPS 2024
Workshop paperTowards Unbiased Evaluation of Time-series Anomaly Detector
- Debarpan Bhattacharya
- Sumanta Mukherjee
- et al.
- 2024
- NeurIPS 2024
Workshop paperDeep Clustering with Associative Memories
- Bishwajit Saha
- Dmitry Krotov
- et al.
- 2024
- NeurIPS 2024
Workshop paperOn the role of noise in factorizers for disentangling distributed representations
- Kumudu Geethan Karunaratne
- Michael Hersche
- et al.
- 2024
- NeurIPS 2024
Workshop paperInterleaving Text and Number Embeddings to Solve Mathemathics Problems
- Marvin Alberts
- Gianmarco Gabrieli
- et al.
- 2024
- NeurIPS 2024
Workshop paperCombining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
- Megh Thakkar
- Yash More
- et al.
- 2024
- NeurIPS 2024
Workshop paperRegress, Don’t Guess – A Regression-like Loss on Number Tokens for Language Models
- Jonas Zausinger
- Lars Pennig
- et al.
- 2024
- NeurIPS 2024
Workshop paper