NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage RegimesHao-lun SunLei Hsiunget al.2024NeurIPS 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation ModelsYuchen HuChen Chenet al.2024NeurIPS 2024
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss LandscapesXiaomeng XuPin-Yu Chenet al.2024NeurIPS 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language ModelsChia-yi HsuYu-Lin Tsaiet al.2024NeurIPS 2024
Navigating the Safety Landscape: Measuring Risks in Finetuning Large Language ModelsShengyun PengPin-Yu Chenet al.2024NeurIPS 2024
Neural Network Reparametrization for Accelerated Optimization in Molecular SimulationsNima DehmamyCsaba Bothet al.2024NeurIPS 2024
ConMe: Rethinking Evaluation of Compositional Reasoning for Modern VLMsIrene HuangWei Linet al.2024NeurIPS 2024
A Surprisingly Simple Approach to Generalized Few-Shot Semantic SegmentationTomoya SakaiHaoxiang Qiuet al.2024NeurIPS 2024