PEVL: Position-enhanced Pre-training and Prompt Tuning for
Vision-language Models

PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models

23 May 2022

Ao Zhang

Wei Ji

Zhiyuan Liu

Maosong Sun

Papers citing "PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models"

15 / 15 papers shown

Title
ComAlign: Compositional Alignment in Vision-Language Models Ali Abdollah Amirmohammad Izadi Armin Saghafian Reza Vahidimajd Mohammad Mozafari Amirreza Mirzaei Mohammadmahdi Samiei M. Baghshah CoGe VLM 25 0 0 12 Sep 2024
Panoptic Scene Graph Generation with Semantics-Prototype Learning Li Li Wei Ji Yiming Wu Meng Li Youxuan Qin Lina Wei Roger Zimmermann 24 35 0 28 Jul 2023
GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest Shilong Zhang Pei Sun Shoufa Chen Min Xiao Wenqi Shao Wenwei Zhang Yu Liu Kai-xiang Chen Ping Luo VLM MLLM 80 223 0 07 Jul 2023
TreePrompt: Learning to Compose Tree Prompts for Explainable Visual Grounding Chenchi Zhang Jun Xiao Lei Chen Jian Shao Long Chen VLM LRM 19 2 0 19 May 2023
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks Jiasen Lu Christopher Clark Rowan Zellers Roozbeh Mottaghi Aniruddha Kembhavi ObjD VLM MLLM 36 391 0 17 Jun 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
CLIP-Adapter: Better Vision-Language Models with Feature Adapters Peng Gao Shijie Geng Renrui Zhang Teli Ma Rongyao Fang Yongfeng Zhang Hongsheng Li Yu Qiao VLM CLIP 57 974 0 09 Oct 2021
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models Yuan Yao Ao Zhang Zhengyan Zhang Zhiyuan Liu Tat-Seng Chua Maosong Sun MLLM VPVLM VLM 194 218 0 24 Sep 2021
Pix2seq: A Language Modeling Framework for Object Detection Ting-Li Chen Saurabh Saxena Lala Li David J. Fleet Geoffrey E. Hinton MLLM ViT VLM 233 341 0 22 Sep 2021
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 149 360 0 17 Sep 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Tsung-Yi Lin Weicheng Kuo Yin Cui VLM ObjD 223 897 0 28 Apr 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Mohit Bansal MLLM 249 518 0 04 Feb 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 404 2,576 0 03 Sep 2019