HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both
Language and Vision-and-Language Tasks

HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks

8 March 2022

Xin Jiang

Qun Liu

Papers citing "HyperPELT: Unified Parameter-Efficient Language Model Tuning for Both Language and Vision-and-Language Tasks"

16 / 16 papers shown

Title
Memory-Space Visual Prompting for Efficient Vision-Language Fine-Tuning Shibo Jie Yehui Tang Ning Ding Zhi-Hong Deng Kai Han Yunhe Wang VLM 27 6 0 09 May 2024
Parameter-Efficient Methods for Metastases Detection from Clinical Notes Maede Ashofteh Barabadi Xiaodan Zhu Wai-Yip Chan Amber L. Simpson Richard K G Do 11 1 0 27 Oct 2023
VLN-PETL: Parameter-Efficient Transfer Learning for Vision-and-Language Navigation Yanyuan Qiao Zheng Yu Qi Wu VLM 18 15 0 20 Aug 2023
SINC: Self-Supervised In-Context Learning for Vision-Language Tasks Yi-Syuan Chen Yun-Zhu Song Cheng Yu Yeo Bei Liu Jianlong Fu Hong-Han Shuai VLM LRM 21 4 0 15 Jul 2023
Domain Generalization Deep Graph Transformation Shiyu Wang Guangji Bai Qi Zhu Zhaohui Qin Liang Zhao OOD 36 1 0 19 May 2023
Visual Tuning Bruce X. B. Yu Jianlong Chang Haixin Wang Lin Liu Shijie Wang ... Lingxi Xie Haojie Li Zhouchen Lin Qi Tian Chang Wen Chen VLM 39 37 0 10 May 2023
MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering Jingjing Jiang Nanning Zheng MoE 30 6 0 02 Mar 2023
KronA: Parameter Efficient Tuning with Kronecker Adapter Ali Edalati Marzieh S. Tahaei I. Kobyzev V. Nia J. Clark Mehdi Rezagholizadeh 29 92 0 20 Dec 2022
AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models S. Kwon Jeonghoon Kim Jeongin Bae Kang Min Yoo Jin-Hwa Kim Baeseong Park Byeongwook Kim Jung-Woo Ha Nako Sung Dongsoo Lee MQ 21 30 0 08 Oct 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning Yi-Lin Sung Jaemin Cho Mohit Bansal VLM 16 233 0 13 Jun 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation Zhengkun Zhang Xiaojun Meng Yasheng Wang Xin Jiang Qun Liu Zhenglu Yang 40 45 0 13 Sep 2021
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Yumao Lu Zicheng Liu Lijuan Wang 169 401 0 10 Sep 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 278 3,784 0 18 Apr 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Mohit Bansal MLLM 249 518 0 04 Feb 2021
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 294 6,927 0 20 Apr 2018