Table-LLM-Specialist: Language Model Specialists for Tables using Iterative Generator-Validator Fine-tuningby Junjie Xing, Yeye He, Mengyu…
Improving Long-Text Alignment for Text-to-Image Diffusion Modelsby Luping Liu, Chao Du, Tianyu Pang, Zehan Wang,…
Layer-wise Importance Matters: Less Memory for Better Performance in Parameter-efficient Fine-tuning of Large Language Modelsby…
LoKO: Low-Rank Kalman Optimizer for Online Fine-Tuning of Large Modelsby Hossein Abdi, Mingfei Sun, Andi…
Automatically Generating Visual Hallucination Test Cases for Multimodal Large Language Modelsby Zhongye Liu, Hongbin Liu,…
Advancing the Understanding of Fixed Point Iterations in Deep Neural Networks: A Detailed Analytical Studyby…
AdvBDGen: Adversarially Fortified Prompt-Specific Fuzzy Backdoor Generator Against LLM Alignmentby Pankayaraj Pathmanathan, Udari Madhushani Sehwag,…
Subspace Optimization for Large Language Models with Convergence Guaranteesby Yutong He, Pengrui Li, Yipeng Hu,…
Have the VLMs Lost Confidence? A Study of Sycophancy in VLMsby Shuo Li, Tao Ji,…
TSDS: Data Selection for Task-Specific Model Finetuningby Zifan Liu, Amin Karbasi, Theodoros RekatsinasFirst submitted to…