NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
- Hao-lun Sun
- Lei Hsiung
- et al.
- 2024
- NeurIPS 2024
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- NeurIPS 2024
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Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation Models
- Yuchen Hu
- Chen Chen
- et al.
- 2024
- NeurIPS 2024
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss Landscapes
- Xiaomeng Xu
- Pin-Yu Chen
- et al.
- 2024
- NeurIPS 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models
- Chia-yi Hsu
- Yu-Lin Tsai
- et al.
- 2024
- NeurIPS 2024
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language Models
- Shengyun Peng
- Pin-Yu Chen
- et al.
- 2024
- NeurIPS 2024
Neural Network Reparametrization for Accelerated Optimization in Molecular Simulations
- Nima Dehmamy
- Csaba Both
- et al.
- 2024
- NeurIPS 2024
Trans-LoRA: towards data-free Transferable Parameter Efficient Finetuning
- Runqian Wang
- Soumya Ghosh
- et al.
- 2024
- NeurIPS 2024
Graph-based Uncertainty Metrics for Long-form Language Model Generations
- Mingjian Jiang
- Yangjun Yangjun
- et al.
- 2024
- NeurIPS 2024
Symmetry-Informed Governing Equation Discovery
- Jianke Yang
- Wang Rao
- et al.
- 2024
- NeurIPS 2024
Abductive Reasoning in Logical Credal Networks
- Radu Marinescu
- Junkyu Lee
- et al.
- 2024
- NeurIPS 2024