5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks

15 August 2024

Papers citing "5%>100%: Breaking Performance Shackles of Full Fine-Tuning on Visual Recognition Tasks"

8 / 8 papers shown

Title
DAPE: Dual-Stage Parameter-Efficient Fine-Tuning for Consistent Video Editing with Diffusion Models Junhao Xia Chaoyang Zhang Yecheng Zhang Chengyang Zhou Zhichang Wang Bochun Liu Dongshuo Yin DiffM VGen 21 0 0 11 May 2025
SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping Yun-Cheng Li Sen Lei Yi Zhao Heng-Chao Li Jun Li Antonio J. Plaza 40 0 0 17 Apr 2025
Parameter-Efficient Fine-Tuning for Foundation Models Dan Zhang Tao Feng Lilong Xue Yuandong Wang Yuxiao Dong J. Tang 37 7 0 23 Jan 2025
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 28 4 0 16 Jun 2024
Prompt-aligned Gradient for Prompt Tuning Beier Zhu Yulei Niu Yucheng Han Yuehua Wu Hanwang Zhang VLM 175 263 0 30 May 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen Chongjian Ge Zhan Tong Jiangliu Wang Yibing Song Jue Wang Ping Luo 141 631 0 26 May 2022
Oriented R-CNN for Object Detection Xingxing Xie Gong Cheng Jiabao Wang Xiwen Yao Junwei Han ObjD 112 664 0 12 Aug 2021
Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges Jian Ding Nan Xue Guisong Xia X. Bai Wen Yang ... Serge J. Belongie Jiebo Luo Mihai Datcu Marcello Pelillo L. Zhang 179 378 0 24 Feb 2021