ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

6 August 2019

Devi Parikh

Papers citing "ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks"

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Title
Multi-Modal Answer Validation for Knowledge-Based VQA Jialin Wu Jiasen Lu Ashish Sabharwal Roozbeh Mottaghi 28 140 0 23 Mar 2021
Instance-level Image Retrieval using Reranking Transformers Fuwen Tan Jiangbo Yuan Vicente Ordonez ViT 28 89 0 22 Mar 2021
Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval Gregor Geigle Jonas Pfeiffer Nils Reimers Ivan Vulić Iryna Gurevych 40 60 0 22 Mar 2021
DeepViT: Towards Deeper Vision Transformer Daquan Zhou Bingyi Kang Xiaojie Jin Linjie Yang Xiaochen Lian Zihang Jiang Qibin Hou Jiashi Feng ViT 42 511 0 22 Mar 2021
Incorporating Convolution Designs into Visual Transformers Kun Yuan Shaopeng Guo Ziwei Liu Aojun Zhou F. Yu Wei Wu ViT 56 467 0 22 Mar 2021
MaAST: Map Attention with Semantic Transformersfor Efficient Visual Navigation Zachary Seymour Kowshik Thopalli Niluthpol Chowdhury Mithun Han-Pang Chiu S. Samarasekera Rakesh Kumar 3DPC 24 18 0 21 Mar 2021
Let Your Heart Speak in its Mother Tongue: Multilingual Captioning of Cardiac Signals Dani Kiyasseh T. Zhu David Clifton 27 0 0 19 Mar 2021
Variational Knowledge Distillation for Disease Classification in Chest X-Rays Tom van Sonsbeek Xiantong Zhen M. Worring Ling Shao 24 13 0 19 Mar 2021
Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning Mandela Patrick Yuki M. Asano Bernie Huang Ishan Misra Florian Metze Joao Henriques Andrea Vedaldi AI4TS 31 33 0 18 Mar 2021
Few-Shot Visual Grounding for Natural Human-Robot Interaction Georgios Tziafas S. Kasaei 27 7 0 17 Mar 2021
On the Role of Images for Analyzing Claims in Social Media Gullal Singh Cheema Sherzod Hakimov Eric Müller-Budack Ralph Ewerth 26 10 0 17 Mar 2021
Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models Po-Yao (Bernie) Huang Mandela Patrick Junjie Hu Graham Neubig Florian Metze Alexander G. Hauptmann MLLM VLM 26 56 0 16 Mar 2021
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text Retrieval Siqi Sun Yen-Chun Chen Linjie Li Shuohang Wang Yuwei Fang Jingjing Liu VLM 41 82 0 16 Mar 2021
SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels Chenliang Li Ming Yan Haiyang Xu Fuli Luo Wei Wang Bin Bi Songfang Huang VLM 34 36 0 14 Mar 2021
A Survey on Multimodal Disinformation Detection Firoj Alam S. Cresci Tanmoy Chakraborty Fabrizio Silvestri Dimiter Dimitrov Giovanni Da San Martino Shaden Shaar Hamed Firooz Preslav Nakov 22 98 0 13 Mar 2021
What is Multimodality? Letitia Parcalabescu Nils Trost Anette Frank 21 0 0 10 Mar 2021
Pretrained Transformers as Universal Computation Engines Kevin Lu Aditya Grover Pieter Abbeel Igor Mordatch 28 218 0 09 Mar 2021
Perspectives and Prospects on Transformer Architecture for Cross-Modal Tasks with Language and Vision Andrew Shin Masato Ishii T. Narihira 35 37 0 06 Mar 2021
Causal Attention for Vision-Language Tasks Xu Yang Hanwang Zhang Guojun Qi Jianfei Cai CML 33 149 0 05 Mar 2021
WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning Krishna Srinivasan K. Raman Jiecao Chen Michael Bendersky Marc Najork VLM 213 310 0 02 Mar 2021
M6: A Chinese Multimodal Pretrainer Junyang Lin Rui Men An Yang Chan Zhou Ming Ding ... Yong Li Wei Lin Jingren Zhou J. Tang Hongxia Yang VLM MoE 37 133 0 01 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 206 27,929 0 26 Feb 2021
UniT: Multimodal Multitask Learning with a Unified Transformer Ronghang Hu Amanpreet Singh ViT 25 296 0 22 Feb 2021
Learning Compositional Representation for Few-shot Visual Question Answering Dalu Guo Dacheng Tao OOD CoGe 27 4 0 21 Feb 2021
VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning Jun Chen Han Guo Kai Yi Boyang Albert Li Mohamed Elhoseiny VLM 31 219 0 20 Feb 2021
Hierarchical Similarity Learning for Language-based Product Image Retrieval Zhe Ma Fenghao Liu Jianfeng Dong Xiaoye Qu Yuan He S. Ji VLM 24 4 0 18 Feb 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 308 1,086 0 17 Feb 2021
LambdaNetworks: Modeling Long-Range Interactions Without Attention Irwan Bello 281 179 0 17 Feb 2021
Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling Jie Lei Linjie Li Luowei Zhou Zhe Gan Tamara L. Berg Joey Tianyi Zhou Jingjing Liu CLIP 46 648 0 11 Feb 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 343 3,726 0 11 Feb 2021
Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval Soravit Changpinyo Jordi Pont-Tuset V. Ferrari Radu Soricut 18 26 0 09 Feb 2021
Referring Segmentation in Images and Videos with Cross-Modal Self-Attention Network Linwei Ye Mrigank Rochan Zhi Liu Xiaoqin Zhang Yang Wang VOS EgoV 30 55 0 09 Feb 2021
Iconographic Image Captioning for Artworks E. Cetinic 32 24 0 07 Feb 2021
CSS-LM: A Contrastive Framework for Semi-supervised Fine-tuning of Pre-trained Language Models Yusheng Su Xu Han Yankai Lin Zhengyan Zhang Zhiyuan Liu Peng Li Jie Zhou Maosong Sun 19 10 0 07 Feb 2021
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision Wonjae Kim Bokyung Son Ildoo Kim VLM CLIP 77 1,710 0 05 Feb 2021
RpBERT: A Text-image Relation Propagation-based BERT Model for Multimodal NER Lin Sun Jiquan Wang Kai Zhang Yindu Su Fangsheng Weng 22 133 0 05 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Joey Tianyi Zhou MLLM 277 525 0 04 Feb 2021
Inferring spatial relations from textual descriptions of images A. Elu Gorka Azkune Oier López de Lacalle Ignacio Arganda-Carreras Aitor Soroa Etxabe Eneko Agirre 33 2 0 01 Feb 2021
Decoupling the Role of Data, Attention, and Losses in Multimodal Transformers Lisa Anne Hendricks John F. J. Mellor R. Schneider Jean-Baptiste Alayrac Aida Nematzadeh 79 110 0 31 Jan 2021
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games Alessandro Suglia Yonatan Bisk Ioannis Konstas Antonio Vergari E. Bastianelli Andrea Vanzo Oliver Lemon 26 8 0 31 Jan 2021
VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs Xudong Lin Gedas Bertasius Jue Wang Shih-Fu Chang Devi Parikh Lorenzo Torresani VGen 33 66 0 28 Jan 2021
Bottleneck Transformers for Visual Recognition A. Srinivas Nayeon Lee Niki Parmar Jonathon Shlens Pieter Abbeel Ashish Vaswani SLR 290 981 0 27 Jan 2021
Scheduled Sampling in Vision-Language Pretraining with Decoupled Encoder-Decoder Network Yehao Li Yingwei Pan Ting Yao Jingwen Chen Tao Mei VLM 29 52 0 27 Jan 2021
Cross-lingual Visual Pre-training for Multimodal Machine Translation Ozan Caglayan Menekse Kuyu Mustafa Sercan Amac Pranava Madhyastha Erkut Erdem Aykut Erdem Lucia Specia VLM 27 42 0 25 Jan 2021
Adversarial Text-to-Image Synthesis: A Review Stanislav Frolov Tobias Hinz Federico Raue Jörn Hees Andreas Dengel EGVM 27 175 0 25 Jan 2021
Visual Question Answering based on Local-Scene-Aware Referring Expression Generation Jungjun Kim Dong-Gyu Lee Jialin Wu Hong G Jung Seong-Whan Lee ObjD 30 21 0 22 Jan 2021
SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation Brendan Duke Abdalla Ahmed Christian Wolf P. Aarabi Graham W. Taylor VOS 22 164 0 21 Jan 2021
Learning rich touch representations through cross-modal self-supervision Martina Zambelli Y. Aytar Francesco Visin Yuxiang Zhou R. Hadsell SSL 34 16 0 21 Jan 2021
Understanding in Artificial Intelligence S. Maetschke D. M. Iraola Pieter Barnard Elaheh Shafieibavani Peter Zhong Ying Xu Antonio Jimeno Yepes ELM VLM 24 0 0 17 Jan 2021
Latent Variable Models for Visual Question Answering Zixu Wang Yishu Miao Lucia Specia 25 5 0 16 Jan 2021