APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuningby Hong-Wei…
Large Language Models for Medical Forecasting – Foresight 2by Zeljko Kraljevic, Joshua Au Yeung, Daniel…
SnapGen-V: Generating a Five-Second Video within Five Seconds on a Mobile Deviceby Yushu Wu, Zhixing…
OP-LoRA: The Blessing of Dimensionalityby Piotr Teterwak, Kate Saenko, Bryan A. Plummer, Ser-Nam LimFirst submitted…
GeLoRA: Geometric Adaptive Ranks For Efficient LoRA Fine-tuningby Abdessalam Ed-dib, Zhanibek Datbayev, Amine Mohamed AboussalahFirst…
A Wander Through the Multimodal Landscape: Efficient Transfer Learning via Low-rank Sequence Multimodal Adapterby Zirun…
Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialoguesby Mengze Hong, Di Jiang, Yuanfeng…
Test-Time Alignment via Hypothesis Reweightingby Yoonho Lee, Jonathan Williams, Henrik Marklund, Archit Sharma, Eric Mitchell,…
Radiology Report Generation via Multi-objective Preference Optimizationby Ting Xiao, Lei Shi, Peng Liu, Zhe Wang,…
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learningby Lulu Zhao, Weihao Zeng, Xiaofeng Shi,…