Publications

1450 results for Machine Learning

Reversing the Forget-Retain Objectives: An Efficient LLM Unlearning Framework from Logit Difference
- - Jiabao Ji
  - Yujian Liu
  - et al.
- 2024
- NeurIPS 2024
Modern Hopfield Networks meet Encoded Neural Representations - Addressing Practical Considerations
- - Satyananda Kashyap
  - Niharika DSouza
  - et al.
- 2024
- NeurIPS 2024
Regress, Don’t Guess – A Regression-like Loss on Number Tokens for Language Models
- - Jonas Zausinger
  - Lars Pennig
  - et al.
- 2024
- NeurIPS 2024
On the role of noise in factorizers for disentangling distributed representations
- - Kumudu Geethan Karunaratne
  - Michael Hersche
  - et al.
- 2024
- NeurIPS 2024
A Mamba-Based Foundation Model for Chemistry
- 2024
- NeurIPS 2024
Vector Quantization with Sorting Transformation
- - Hongzhi Wang
  - Tanveer Syeda-Mahmood
- 2024
- NeurIPS 2024
Deep Clustering with Associative Memories
- - Bishwajit Saha
  - Dmitry Krotov
  - et al.
- 2024
- NeurIPS 2024
Guaranteeing Conservation Laws with Projection in Physics-Informed Neural Networks
- - Anthony Baez
  - Wang Zhang
  - et al.
- 2024
- NeurIPS 2024
Towards Unbiased Evaluation of Time-series Anomaly Detector
- - Debarpan Bhattacharyya
  - Sumanta Mukherjee
  - 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