An Efficient and Effective Transformer Decoder-Based Framework for Multi-Task Visual Grounding

2 August 2024

Papers citing "An Efficient and Effective Transformer Decoder-Based Framework for Multi-Task Visual Grounding"

27 / 27 papers shown

Title
Progressive Language-guided Visual Learning for Multi-Task Visual Grounding Jingchao Wang Hong Wang Wenlong Zhang Kunhua Ji Dingjiang Huang Yefeng Zheng ObjD 93 0 0 22 Apr 2025
Towards Visual Grounding: A Survey Linhui Xiao Xiaoshan Yang X. Lan Yaowei Wang Changsheng Xu ObjD 228 4 0 31 Dec 2024
GRES: Generalized Referring Expression Segmentation Chang Liu Henghui Ding Xudong Jiang 89 158 0 01 Jun 2023
Token Merging: Your ViT But Faster Daniel Bolya Cheng-Yang Fu Xiaoliang Dai Peizhao Zhang Christoph Feichtenhofer Judy Hoffman MoMe 108 458 0 17 Oct 2022
SiRi: A Simple Selective Retraining Mechanism for Transformer-based Visual Grounding Mengxue Qu Yu Wu Wu Liu Qiqi Gong Xiaodan Liang Olga Russakovsky Yao Zhao Yunchao Wei ObjD 25 23 0 27 Jul 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang An Yang Rui Men Junyang Lin Shuai Bai Zhikang Li Jianxin Ma Chang Zhou Jingren Zhou Hongxia Yang MLLM ObjD 152 873 0 07 Feb 2022
CRIS: CLIP-Driven Referring Image Segmentation Zhaoqing Wang Yu Lu Qiang Li Xunqiang Tao Yan Guo Ming Gong Tongliang Liu VLM 111 371 0 30 Nov 2021
Referring Transformer: A One-step Approach to Multi-task Visual Grounding Muchen Li Leonid Sigal ObjD 87 192 0 06 Jun 2021
Open-vocabulary Object Detection via Vision and Language Knowledge Distillation Xiuye Gu Nayeon Lee Weicheng Kuo Huayu Chen VLM ObjD 283 920 0 28 Apr 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 179 883 0 26 Apr 2021
TransVG: End-to-End Visual Grounding with Transformers Jiajun Deng Zhengyuan Yang Tianlang Chen Wen-gang Zhou Houqiang Li ViT 74 345 0 17 Apr 2021
Look Before You Leap: Learning Landmark Features for One-Stage Visual Grounding Binbin Huang Dongze Lian Weixin Luo Shenghua Gao ObjD 72 95 0 09 Apr 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 664 41,369 0 22 Oct 2020
Ref-NMS: Breaking Proposal Bottlenecks in Two-Stage Referring Expression Grounding Long Chen Wenbo Ma Jun Xiao Hanwang Zhang Shih-Fu Chang ObjD 59 92 0 03 Sep 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 421 13,048 0 26 May 2020
Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation Gen Luo Yiyi Zhou Xiaoshuai Sun Liujuan Cao Chenglin Wu Cheng Deng Rongrong Ji ObjD 253 293 0 19 Mar 2020
A Fast and Accurate One-Stage Approach to Visual Grounding Zhengyuan Yang Boqing Gong Liwei Wang Wenbing Huang Dong Yu Jiebo Luo ObjD 56 362 0 18 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 231 3,693 0 06 Aug 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 150 4,177 0 25 Feb 2019
Panoptic Feature Pyramid Networks Alexander Kirillov Ross B. Girshick Kaiming He Piotr Dollár ISeg SSeg 131 1,287 0 08 Jan 2019
MAttNet: Modular Attention Network for Referring Expression Comprehension Licheng Yu Zhe Lin Xiaohui Shen Jimei Yang Xin Lu Joey Tianyi Zhou Tamara L. Berg ObjD 99 828 0 24 Jan 2018
Grounding Referring Expressions in Images by Variational Context Hanwang Zhang Yulei Niu Shih-Fu Chang BDL ObjD 61 222 0 05 Dec 2017
Modeling Context Between Objects for Referring Expression Understanding Varun K. Nagaraja Vlad I. Morariu Larry S. Davis 72 152 0 01 Aug 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 229 8,706 0 15 Jun 2016
Generation and Comprehension of Unambiguous Object Descriptions Junhua Mao Jonathan Huang Alexander Toshev Oana-Maria Camburu Alan Yuille Kevin Patrick Murphy ObjD 128 1,345 0 07 Nov 2015
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models Bryan A. Plummer Liwei Wang Christopher M. Cervantes Juan C. Caicedo Julia Hockenmaier Svetlana Lazebnik 202 2,071 0 19 May 2015
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,777 0 01 May 2014