QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devicesby Juntao Zhao, Borui Wan, Yanghua Peng, Haibin…
Agreement-Based Cascading for Efficient Inferenceby Steven Kolawole, Don Dennis, Ameet Talwalkar, Virginia SmithFirst submitted to…
GPTCast: a weather language model for precipitation nowcastingby Gabriele Franch, Elena Tomasi, Rishabh Wanjari, Virginia…
Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasksby Wataru Hashimoto, Hidetaka Kamigaito,…
Attack-Aware Noise Calibration for Differential Privacyby Bogdan Kulynych, Juan Felipe Gomez, Georgios Kaissis, Flavio du…
PromptIntern: Saving Inference Costs by Internalizing Recurrent Prompt during Large Language Model Fine-tuningby Jiaru Zou,…
Physics-Informed Model and Hybrid Planning for Efficient Dyna-Style Reinforcement Learningby Zakariae El Asri, Olivier Sigaud,…
Adaptive RKHS Fourier Features for Compositional Gaussian Process Modelsby Xinxing Shi, Thomas Baldwin-McDonald, Mauricio A.…
Research on target detection method of distracted driving behavior based on improved YOLOv8by Shiquan Shen,…
Extracting and Encoding: Leveraging Large Language Models and Medical Knowledge to Enhance Radiological Text Representationby…