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Stacked Cross Attention for Image-Text Matching

Stacked Cross Attention for Image-Text Matching

21 March 2018
Kuang-Huei Lee
Xi Chen
G. Hua
Houdong Hu
Xiaodong He
ArXivPDFHTML

Papers citing "Stacked Cross Attention for Image-Text Matching"

50 / 161 papers shown
Title
Structured Multi-modal Feature Embedding and Alignment for
  Image-Sentence Retrieval
Structured Multi-modal Feature Embedding and Alignment for Image-Sentence Retrieval
Xuri Ge
Fuhai Chen
J. Jose
Zhilong Ji
Zhongqin Wu
Xiao-Chang Liu
23
55
0
05 Aug 2021
Few-Shot and Continual Learning with Attentive Independent Mechanisms
Few-Shot and Continual Learning with Attentive Independent Mechanisms
Eugene Lee
Cheng-Han Huang
Chen-Yi Lee
CLL
23
24
0
29 Jul 2021
Semantically Self-Aligned Network for Text-to-Image Part-aware Person
  Re-identification
Semantically Self-Aligned Network for Text-to-Image Part-aware Person Re-identification
Z. Ding
Changxing Ding
Zhiyin Shao
Dacheng Tao
30
132
0
27 Jul 2021
HANet: Hierarchical Alignment Networks for Video-Text Retrieval
HANet: Hierarchical Alignment Networks for Video-Text Retrieval
Peng Wu
Xiangteng He
Mingqian Tang
Yiliang Lv
Jing Liu
28
52
0
26 Jul 2021
From Show to Tell: A Survey on Deep Learning-based Image Captioning
From Show to Tell: A Survey on Deep Learning-based Image Captioning
Matteo Stefanini
Marcella Cornia
Lorenzo Baraldi
S. Cascianelli
G. Fiameni
Rita Cucchiara
3DV
VLM
MLLM
67
254
0
14 Jul 2021
PhotoChat: A Human-Human Dialogue Dataset with Photo Sharing Behavior
  for Joint Image-Text Modeling
PhotoChat: A Human-Human Dialogue Dataset with Photo Sharing Behavior for Joint Image-Text Modeling
Xiaoxue Zang
Lijuan Liu
Maria Wang
Yang Song
Hao Zhang
Jindong Chen
VLM
27
55
0
06 Jul 2021
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by
  Bidirectional Matching between Parts and Words
Parts2Words: Learning Joint Embedding of Point Clouds and Texts by Bidirectional Matching between Parts and Words
Chuan Tang
Xi Yang
Bojian Wu
Zhizhong Han
Yi Chang
3DPC
33
13
0
05 Jul 2021
Probing Inter-modality: Visual Parsing with Self-Attention for
  Vision-Language Pre-training
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training
Hongwei Xue
Yupan Huang
Bei Liu
Houwen Peng
Jianlong Fu
Houqiang Li
Jiebo Luo
30
88
0
25 Jun 2021
Step-Wise Hierarchical Alignment Network for Image-Text Matching
Step-Wise Hierarchical Alignment Network for Image-Text Matching
Zhong Ji
Kexin Chen
Haoran Wang
22
93
0
11 Jun 2021
T-EMDE: Sketching-based global similarity for cross-modal retrieval
T-EMDE: Sketching-based global similarity for cross-modal retrieval
Barbara Rychalska
Mikolaj Wieczorek
Jacek Dąbrowski
30
0
0
10 May 2021
Bridge to Answer: Structure-aware Graph Interaction Network for Video
  Question Answering
Bridge to Answer: Structure-aware Graph Interaction Network for Video Question Answering
Jungin Park
Jiyoung Lee
Kwanghoon Sohn
165
100
0
29 Apr 2021
Playing Lottery Tickets with Vision and Language
Playing Lottery Tickets with Vision and Language
Zhe Gan
Yen-Chun Chen
Linjie Li
Tianlong Chen
Yu Cheng
Shuohang Wang
Jingjing Liu
Lijuan Wang
Zicheng Liu
VLM
106
54
0
23 Apr 2021
T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval
T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval
Xiaohan Wang
Linchao Zhu
Yi Yang
170
170
0
20 Apr 2021
CLIPScore: A Reference-free Evaluation Metric for Image Captioning
CLIPScore: A Reference-free Evaluation Metric for Image Captioning
Jack Hessel
Ari Holtzman
Maxwell Forbes
Ronan Le Bras
Yejin Choi
CLIP
15
1,442
0
18 Apr 2021
Cross-Modal Retrieval Augmentation for Multi-Modal Classification
Cross-Modal Retrieval Augmentation for Multi-Modal Classification
Shir Gur
Natalia Neverova
C. Stauffer
Ser-Nam Lim
Douwe Kiela
A. Reiter
14
26
0
16 Apr 2021
Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language
  Representation Learning
Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
Zhicheng Huang
Zhaoyang Zeng
Yupan Huang
Bei Liu
Dongmei Fu
Jianlong Fu
VLM
ViT
39
271
0
07 Apr 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for
  Improved Cross-Modal Retrieval
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval
Gregor Geigle
Jonas Pfeiffer
Nils Reimers
Ivan Vulić
Iryna Gurevych
35
59
0
22 Mar 2021
Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with
  Partial Query
Ask&Confirm: Active Detail Enriching for Cross-Modal Retrieval with Partial Query
Guanyu Cai
Jun Zhang
Xinyang Jiang
Yifei Gong
Lianghua He
Fufu Yu
Pai Peng
Xiaowei Guo
Feiyue Huang
Xing Sun
29
13
0
02 Mar 2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout
  Transformer
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer
Rafal Powalski
Łukasz Borchmann
Dawid Jurkiewicz
Tomasz Dwojak
Michal Pietruszka
Gabriela Pałka
ViT
36
157
0
18 Feb 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize
  Long-Tail Visual Concepts
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts
Soravit Changpinyo
P. Sharma
Nan Ding
Radu Soricut
VLM
293
1,084
0
17 Feb 2021
Macroscopic Control of Text Generation for Image Captioning
Macroscopic Control of Text Generation for Image Captioning
Zhangzi Zhu
Tianlei Wang
Hong Qu
27
4
0
20 Jan 2021
Similarity Reasoning and Filtration for Image-Text Matching
Similarity Reasoning and Filtration for Image-Text Matching
Haiwen Diao
Ying Zhang
Lingyun Ma
Huchuan Lu
219
332
0
05 Jan 2021
Transformers in Vision: A Survey
Transformers in Vision: A Survey
Salman Khan
Muzammal Naseer
Munawar Hayat
Syed Waqas Zamir
F. Khan
M. Shah
ViT
227
2,430
0
04 Jan 2021
A Closer Look at the Robustness of Vision-and-Language Pre-trained
  Models
A Closer Look at the Robustness of Vision-and-Language Pre-trained Models
Linjie Li
Zhe Gan
Jingjing Liu
VLM
33
42
0
15 Dec 2020
An Improved Attention for Visual Question Answering
An Improved Attention for Visual Question Answering
Tanzila Rahman
Shih-Han Chou
Leonid Sigal
Giuseppe Carenini
13
42
0
04 Nov 2020
Learning Dual Semantic Relations with Graph Attention for Image-Text
  Matching
Learning Dual Semantic Relations with Graph Attention for Image-Text Matching
Keyu Wen
Xiaodong Gu
Qingrong Cheng
19
95
0
22 Oct 2020
Contrastive Cross-Modal Pre-Training: A General Strategy for Small
  Sample Medical Imaging
Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging
G. Liang
Connor Greenwell
Yu Zhang
Xiaoqin Wang
Ramakanth Kavuluru
Nathan Jacobs
42
21
0
06 Oct 2020
Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News
Detecting Cross-Modal Inconsistency to Defend Against Neural Fake News
Reuben Tan
Bryan A. Plummer
Kate Saenko
AAML
24
71
0
16 Sep 2020
A Comparison of Pre-trained Vision-and-Language Models for Multimodal
  Representation Learning across Medical Images and Reports
A Comparison of Pre-trained Vision-and-Language Models for Multimodal Representation Learning across Medical Images and Reports
Yikuan Li
Hanyin Wang
Yuan Luo
19
63
0
03 Sep 2020
Multi-modal Transformer for Video Retrieval
Multi-modal Transformer for Video Retrieval
Valentin Gabeur
Chen Sun
Alahari Karteek
Cordelia Schmid
ViT
424
596
0
21 Jul 2020
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine
  Translation
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation
Yongjing Yin
Fandong Meng
Jinsong Su
Chulun Zhou
Zhengyuan Yang
Jie Zhou
Jiebo Luo
33
138
0
17 Jul 2020
ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through
  Scene Graph
ERNIE-ViL: Knowledge Enhanced Vision-Language Representations Through Scene Graph
Fei Yu
Jiji Tang
Weichong Yin
Yu Sun
Hao Tian
Hua-Hong Wu
Haifeng Wang
31
376
0
30 Jun 2020
Exploiting Visual Semantic Reasoning for Video-Text Retrieval
Exploiting Visual Semantic Reasoning for Video-Text Retrieval
Zerun Feng
Zhimin Zeng
Caili Guo
Zheng Li
22
34
0
16 Jun 2020
Large-Scale Adversarial Training for Vision-and-Language Representation
  Learning
Large-Scale Adversarial Training for Vision-and-Language Representation Learning
Zhe Gan
Yen-Chun Chen
Linjie Li
Chen Zhu
Yu Cheng
Jingjing Liu
ObjD
VLM
35
488
0
11 Jun 2020
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual
  Pivoting
Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting
Po-Yao (Bernie) Huang
Junjie Hu
Xiaojun Chang
Alexander G. Hauptmann
30
49
0
06 May 2020
Multimodal Categorization of Crisis Events in Social Media
Multimodal Categorization of Crisis Events in Social Media
Mahdi Abavisani
Liwei Wu
Shengli Hu
Joel R. Tetreault
A. Jaimes
29
87
0
10 Apr 2020
Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal
  Transformers
Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers
Zhicheng Huang
Zhaoyang Zeng
Bei Liu
Dongmei Fu
Jianlong Fu
ViT
32
436
0
02 Apr 2020
Graph Structured Network for Image-Text Matching
Graph Structured Network for Image-Text Matching
Chunxiao Liu
Zhendong Mao
Tianzhu Zhang
Hongtao Xie
Bin Wang
Yongdong Zhang
19
232
0
01 Apr 2020
Adaptive Offline Quintuplet Loss for Image-Text Matching
Adaptive Offline Quintuplet Loss for Image-Text Matching
Tianlang Chen
Jiajun Deng
Jiebo Luo
181
68
0
07 Mar 2020
Cross-modality Person re-identification with Shared-Specific Feature
  Transfer
Cross-modality Person re-identification with Shared-Specific Feature Transfer
Yan Lu
Yue Wu
B. Liu
Tianzhu Zhang
Baopu Li
Qi Chu
Nenghai Yu
22
264
0
28 Feb 2020
Adversarial Ranking Attack and Defense
Adversarial Ranking Attack and Defense
Mo Zhou
Zhenxing Niu
Le Wang
Qilin Zhang
G. Hua
36
38
0
26 Feb 2020
Deep Multimodal Image-Text Embeddings for Automatic Cross-Media
  Retrieval
Deep Multimodal Image-Text Embeddings for Automatic Cross-Media Retrieval
Hadi Abdi Khojasteh
Ebrahim Ansari
Parvin Razzaghi
Akbar Karimi
VLM
11
4
0
23 Feb 2020
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised
  Image-Text Data
ImageBERT: Cross-modal Pre-training with Large-scale Weak-supervised Image-Text Data
Di Qi
Lin Su
Jianwei Song
Edward Cui
Taroon Bharti
Arun Sacheti
VLM
40
259
0
22 Jan 2020
Show, Recall, and Tell: Image Captioning with Recall Mechanism
Show, Recall, and Tell: Image Captioning with Recall Mechanism
Li Wang
Zechen Bai
Yonghua Zhang
Hongtao Lu
27
67
0
15 Jan 2020
Weak Supervision helps Emergence of Word-Object Alignment and improves
  Vision-Language Tasks
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks
Corentin Kervadec
G. Antipov
M. Baccouche
Christian Wolf
21
15
0
06 Dec 2019
Target-Oriented Deformation of Visual-Semantic Embedding Space
Target-Oriented Deformation of Visual-Semantic Embedding Space
Takashi Matsubara
23
7
0
15 Oct 2019
Cross-modal Scene Graph Matching for Relationship-aware Image-Text
  Retrieval
Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval
Sijin Wang
Ruiping Wang
Ziwei Yao
Shiguang Shan
Xilin Chen
3DV
28
208
0
11 Oct 2019
Multi-Head Attention with Diversity for Learning Grounded Multilingual
  Multimodal Representations
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations
Po-Yao (Bernie) Huang
Xiaojun Chang
Alexander G. Hauptmann
27
25
0
30 Sep 2019
LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video
  Moment Retrieval
LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video Moment Retrieval
Reuben Tan
Huijuan Xu
Kate Saenko
Bryan A. Plummer
28
67
0
27 Sep 2019
Learning Visual Relation Priors for Image-Text Matching and Image
  Captioning with Neural Scene Graph Generators
Learning Visual Relation Priors for Image-Text Matching and Image Captioning with Neural Scene Graph Generators
Kuang-Huei Lee
Hamid Palangi
Xi Chen
Houdong Hu
Jianfeng Gao
VLM
27
37
0
22 Sep 2019
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