Publications

1498 results for Machine Learning

Regress, Don’t Guess – A Regression-like Loss on Number Tokens for Language Models
- - Jonas Zausinger
  - Lars Pennig
  - et al.
- 2024
- NeurIPS 2024
Towards Unbiased Evaluation of Time-series Anomaly Detector
- - Debarpan Bhattacharyya
  - Sumanta Mukherjee
  - et al.
- 2024
- NeurIPS 2024
MESS+: Energy-Optimal Inferencing in Language Model Zoos with Service Level Guarantees
- - Ryan Zhang
  - Herbert Woisetschläger
  - et al.
- 2024
- NeurIPS 2024
Deep Clustering with Associative Memories
- - Bishwajit Saha
  - Dmitry Krotov
  - et al.
- 2024
- NeurIPS 2024
Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
- - Megh Thakkar
  - Yash More
  - et al.
- 2024
- NeurIPS 2024
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations
- - Satyananda Kashyap
  - Niharika DSouza
  - et al.
- 2024
- NeurIPS 2024
Guaranteeing Conservation Laws with Projection in Physics-Informed Neural Networks
- - Anthony Baez
  - Wang Zhang
  - et al.
- 2024
- NeurIPS 2024
A Mamba-Based Foundation Model for Chemistry
- 2024
- NeurIPS 2024
Global Area Sampling for Geospatial Foundation Model
- - Daiki Kimura
  - Naomi Simumba
  - et al.
- 2024
- AGU 2024
Towards Multi Modal Geospatial Foundation Models With Multiple Resolutions
- - Naomi Simumba
  - Johannes Jakubik
  - et al.
- 2024
- AGU 2024