Parameter-Efficient Tuning Makes a Good Classification Head

Parameter-Efficient Tuning Makes a Good Classification Head

30 October 2022

Papers citing "Parameter-Efficient Tuning Makes a Good Classification Head"

15 / 15 papers shown

Title
Boosting Consistency in Dual Training for Long-Tailed Semi-Supervised Learning Kai Gan Tong Wei Min-Ling Zhang 40 1 0 19 Jun 2024
Erasing the Bias: Fine-Tuning Foundation Models for Semi-Supervised Learning Kai Gan Tong Wei 46 10 0 20 May 2024
RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization Dongqi Pu Vera Demberg 38 5 0 01 May 2024
On the Convergence of Differentially-Private Fine-tuning: To Linearly Probe or to Fully Fine-tune? Shuqi Ke Charlie Hou Giulia Fanti Sewoong Oh 38 4 0 29 Feb 2024
LLM4PLC: Harnessing Large Language Models for Verifiable Programming of PLCs in Industrial Control Systems Mohamad Fakih Rahul Dharmaji Yasamin Moghaddas Gustavo Quiros Araya O. Ogundare Mohammad Abdullah Al Faruque 26 15 0 08 Jan 2024
Test-Time Training for Speech Sri Harsha Dumpala Chandramouli Shama Sastry Sageev Oore 39 1 0 19 Sep 2023
MT4CrossOIE: Multi-stage Tuning for Cross-lingual Open Information Extraction Tongliang Li Zixiang Wang Linzheng Chai Jian Yang Jiaqi Bai ... Jiaheng Liu Hongcheng Guo Liqun Yang Hebboul Zine el-abidine Zhoujun Li 41 3 0 12 Aug 2023
PVP: Pre-trained Visual Parameter-Efficient Tuning Zhao-quan Song Ke Yang Naiyang Guan Junjie Zhu Peng Qiao Qingyong Hu VPVLM VLM 27 3 0 26 Apr 2023
FUN with Fisher: Improving Generalization of Adapter-Based Cross-lingual Transfer with Scheduled Unfreezing Chen Cecilia Liu Jonas Pfeiffer Ivan Vulić Iryna Gurevych CLL 24 9 0 13 Jan 2023
Delving Deeper into Cross-lingual Visual Question Answering Chen Cecilia Liu Jonas Pfeiffer Anna Korhonen Ivan Vulić Iryna Gurevych 28 8 0 15 Feb 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,443 0 11 Nov 2021
Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning Runxin Xu Fuli Luo Zhiyuan Zhang Chuanqi Tan Baobao Chang Songfang Huang Fei Huang LRM 145 178 0 13 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,848 0 18 Apr 2021
Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models Cheolhyoung Lee Kyunghyun Cho Wanmo Kang MoE 249 205 0 25 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018