PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient
Task Adaptation

PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation

14 March 2024

Hui Chen

Jungong Han

Yongjun Bao

Papers citing "PYRA: Parallel Yielding Re-Activation for Training-Inference Efficient Task Adaptation"

12 / 12 papers shown

Title
Dynamic Pyramid Network for Efficient Multimodal Large Language Model Hao Ai Kunyi Wang Zezhou Wang H. Lu Jin Tian Yaxin Luo Peng-Fei Xing Jen-Yuan Huang Huaxia Li Gen Luo MLLM VLM 108 0 0 26 Mar 2025
PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction Long Xing Qidong Huang Xiaoyi Dong Jiajie Lu Pan Zhang ... Yuhang Cao Conghui He Jiaqi Wang Feng Wu Dahua Lin VLM 40 25 0 22 Oct 2024
TempMe: Video Temporal Token Merging for Efficient Text-Video Retrieval Leqi Shen Tianxiang Hao Tao He Sicheng Zhao Pengzhang Liu Yongjun Bao Guiguang Ding Guiguang Ding 52 6 0 02 Sep 2024
Re-parameterized Low-rank Prompt: Generalize a Vision-Language Model within 0.5K Parameters Tianxiang Hao Mengyao Lyu Hui Chen Sicheng Zhao Jungong Han Guiguang Ding VLM VPVLM 24 3 0 17 Dec 2023
Consolidator: Mergeable Adapter with Grouped Connections for Visual Adaptation Tianxiang Hao Hui Chen Yuchen Guo Guiguang Ding 42 16 0 30 Apr 2023
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition Shoufa Chen Chongjian Ge Zhan Tong Jiangliu Wang Yibing Song Jue Wang Ping Luo 138 631 0 26 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks Xiao Liu Kaixuan Ji Yicheng Fu Weng Lam Tam Zhengxiao Du Zhilin Yang Jie Tang VLM 236 780 0 14 Oct 2021
Token Pooling in Vision Transformers D. Marin Jen-Hao Rick Chang Anurag Ranjan Anish K. Prabhu Mohammad Rastegari Oncel Tuzel ViT 65 65 0 08 Oct 2021
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Qianyu Zhou Zhengyang Feng Qiqi Gu Jiangmiao Pang Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma 54 129 0 08 Aug 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
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021