Nonlocal Attention Operator: Materializing Hidden Knowledge Towards Interpretable Physics DiscoveryYue YuNing Liuet al.2024NeurIPS 2024
Limits of Transformer Language Models on Learning to Compose AlgorithmsJonathan ThommAleksandar Terzicet al.2024NeurIPS 2024
Gradient Cuff: Detecting Jailbreak Attacks on Large Language Models by Exploring Refusal Loss LandscapesXiaomeng XuPin-Yu Chenet al.2024NeurIPS 2024
Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time SeriesGiangiacomo MercataliAndre Freitaset al.2024NeurIPS 2024
Dense Associative Memory Through the Lens of Random FeaturesBenjamin HooverDuen Horng Chauet al.2024NeurIPS 2024
Probabilistic Federated Prompt-Tuning in Data Imbalance SettingsPei-yau WengMinh Hoanget al.2024NeurIPS 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation ModelsYuchen HuChen Chenet al.2024NeurIPS 2024
Physically Compatible 3D Object Modeling from a Single ImageMinghao GuoBohan Wanget al.2024NeurIPS 2024
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time SeriesVijay EArindam Jatiet al.2024NeurIPS 2024