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
SelfDoc: Self-Supervised Document Representation Learning Peizhao Li Jiuxiang Gu Jason Kuen Vlad I. Morariu Handong Zhao R. Jain Varun Manjunatha Hongfu Liu ViT SSL 28 160 0 07 Jun 2021
Oriented Object Detection with Transformer Teli Ma Mingyuan Mao Honghui Zheng Peng Gao Xiaodi Wang Shumin Han Errui Ding Baochang Zhang David Doermann ViT 27 40 0 06 Jun 2021
Referring Transformer: A One-step Approach to Multi-task Visual Grounding Muchen Li Leonid Sigal ObjD 13 189 0 06 Jun 2021
MERLOT: Multimodal Neural Script Knowledge Models Rowan Zellers Ximing Lu Jack Hessel Youngjae Yu J. S. Park Jize Cao Ali Farhadi Yejin Choi VLM LRM 36 374 0 04 Jun 2021
Human-Adversarial Visual Question Answering Sasha Sheng Amanpreet Singh Vedanuj Goswami Jose Alberto Lopez Magana Wojciech Galuba Devi Parikh Douwe Kiela OOD EgoV AAML 26 60 0 04 Jun 2021
Scalable Transformers for Neural Machine Translation Peng Gao Shijie Geng Ping Luo Xiaogang Wang Jifeng Dai Hongsheng Li 31 13 0 04 Jun 2021
E2E-VLP: End-to-End Vision-Language Pre-training Enhanced by Visual Learning Haiyang Xu Ming Yan Chenliang Li Bin Bi Songfang Huang Wenming Xiao Fei Huang VLM 31 118 0 03 Jun 2021
TVDIM: Enhancing Image Self-Supervised Pretraining via Noisy Text Data Pengda Qin Yuhong Li Kefeng Deng Qiang Wu 21 1 0 03 Jun 2021
Attention mechanisms and deep learning for machine vision: A survey of the state of the art A. M. Hafiz S. A. Parah R. A. Bhat 26 45 0 03 Jun 2021
More Identifiable yet Equally Performant Transformers for Text Classification Rishabh Bhardwaj Navonil Majumder Soujanya Poria Eduard H. Hovy 16 6 0 02 Jun 2021
Towards Efficient Cross-Modal Visual Textual Retrieval using Transformer-Encoder Deep Features Nicola Messina Giuseppe Amato Fabrizio Falchi Claudio Gennaro Stéphane Marchand-Maillet 22 7 0 01 Jun 2021
Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models Linjie Li Jie Lei Zhe Gan Jingjing Liu AAML VLM 28 70 0 01 Jun 2021
M6-T: Exploring Sparse Expert Models and Beyond An Yang Junyang Lin Rui Men Chang Zhou Le Jiang ... Dingyang Zhang Wei Lin Lin Qu Jingren Zhou Hongxia Yang MoE 39 24 0 31 May 2021
Dual-stream Network for Visual Recognition Mingyuan Mao Renrui Zhang Honghui Zheng Peng Gao Teli Ma Yan Peng Errui Ding Baochang Zhang Shumin Han ViT 28 63 0 31 May 2021
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning Jiaqi Chen Jianheng Tang Jinghui Qin Xiaodan Liang Lingbo Liu Eric Xing Liang Lin AIMat 22 160 0 30 May 2021
Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation Shuhe Wang Yuxian Meng Xiaofei Sun Fei Wu Rongbin Ouyang Rui Yan Tianwei Zhang Jiwei Li 23 15 0 30 May 2021
M6-UFC: Unifying Multi-Modal Controls for Conditional Image Synthesis via Non-Autoregressive Generative Transformers Zhu Zhang Jianxin Ma Chang Zhou Rui Men Zhikang Li Ming Ding Jie Tang Jingren Zhou Hongxia Yang 27 46 0 29 May 2021
Maintaining Common Ground in Dynamic Environments Takuma Udagawa Akiko Aizawa 27 11 0 29 May 2021
Learning Relation Alignment for Calibrated Cross-modal Retrieval Shuhuai Ren Junyang Lin Guangxiang Zhao Rui Men An Yang Jingren Zhou Xu Sun Hongxia Yang 28 37 0 28 May 2021
Maria: A Visual Experience Powered Conversational Agent Zujie Liang Huang Hu Can Xu Chongyang Tao Xiubo Geng Yining Chen Fan Liang Daxin Jiang 25 29 0 27 May 2021
Multi-Modal Semantic Inconsistency Detection in Social Media News Posts S. McCrae Kehan Wang A. Zakhor 36 15 0 26 May 2021
Understanding Mobile GUI: from Pixel-Words to Screen-Sentences Jingwen Fu Xiaoyi Zhang Yuwang Wang Wenjun Zeng Sam Yang Grayson Hilliard 34 14 0 25 May 2021
Enhance Multimodal Model Performance with Data Augmentation: Facebook Hateful Meme Challenge Solution Yang Li Zi-xin Zhang Hutchin Huang 27 1 0 25 May 2021
Learning Better Visual Dialog Agents with Pretrained Visual-Linguistic Representation Tao Tu Q. Ping Govind Thattai Gokhan Tur Premkumar Natarajan 28 18 0 24 May 2021
Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training Jong Hak Moon HyunGyung Lee W. Shin Young-Hak Kim Edward Choi MedIm 29 151 0 24 May 2021
Human-centric Relation Segmentation: Dataset and Solution Si Liu Zitian Wang Yulu Gao Lejian Ren Yue Liao Guanghui Ren Bo Li Shuicheng Yan 13 10 0 24 May 2021
Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning Kun Yan Zied Bouraoui Ping Wang Shoaib Jameel Steven Schockaert 22 21 0 21 May 2021
VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Prahal Arora Masoumeh Aminzadeh Christoph Feichtenhofer Florian Metze Luke Zettlemoyer 26 129 0 20 May 2021
Pathdreamer: A World Model for Indoor Navigation Jing Yu Koh Honglak Lee Yinfei Yang Jason Baldridge Peter Anderson 31 81 0 18 May 2021
Parallel Attention Network with Sequence Matching for Video Grounding Hao Zhang Aixin Sun Wei Jing Liangli Zhen Qiufeng Wang Rick Siow Mong Goh 23 40 0 18 May 2021
NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions Junbin Xiao Xindi Shang Angela Yao Tat-Seng Chua 45 448 0 18 May 2021
A Review on Explainability in Multimodal Deep Neural Nets Gargi Joshi Rahee Walambe K. Kotecha 34 140 0 17 May 2021
Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval K. Ueki 23 3 0 16 May 2021
Episodic Transformer for Vision-and-Language Navigation Alexander Pashevich Cordelia Schmid Chen Sun LM&Ro 45 194 0 13 May 2021
Video Corpus Moment Retrieval with Contrastive Learning Hao Zhang Aixin Sun Wei Jing Guoshun Nan Liangli Zhen Qiufeng Wang Rick Siow Mong Goh 44 81 0 13 May 2021
Connecting What to Say With Where to Look by Modeling Human Attention Traces Zihang Meng Licheng Yu Ning Zhang Tamara L. Berg Babak Damavandi Vikas Singh Amy Bearman 40 25 0 12 May 2021
VL-NMS: Breaking Proposal Bottlenecks in Two-Stage Visual-Language Matching Chenchi Zhang Wenbo Ma Jun Xiao Hanwang Zhang Jian Shao Yueting Zhuang Long Chen 29 4 0 12 May 2021
Language Acquisition is Embodied, Interactive, Emotive: a Research Proposal C. Kennington LM&Ro 46 0 0 10 May 2021
Spoken Moments: Learning Joint Audio-Visual Representations from Video Descriptions Mathew Monfort SouYoung Jin Alexander H. Liu David Harwath Rogerio Feris James Glass Aude Oliva 22 59 0 10 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Min Zhang 63 270 0 10 May 2021
A survey on VQA_Datasets and Approaches Yeyun Zou Qiyu Xie 50 18 0 02 May 2021
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads Chenyu Gao Qi Zhu Peng Wang Qi Wu 18 2 0 30 Apr 2021
Comparing Visual Reasoning in Humans and AI Shravan Murlidaran Wenjie Wang Miguel P. Eckstein 29 1 0 29 Apr 2021
A First Look: Towards Explainable TextVQA Models via Visual and Textual Explanations Varun Nagaraj Rao Xingjian Zhen K. Hovsepian Mingwei Shen 37 18 0 29 Apr 2021
Multimodal Contrastive Training for Visual Representation Learning Xin Yuan Zhe Lin Jason Kuen Jianming Zhang Yilin Wang Michael Maire Ajinkya Kale Baldo Faieta SSL 36 153 0 26 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 93 864 0 26 Apr 2021
SemEval-2021 Task 6: Detection of Persuasion Techniques in Texts and Images Dimitar Dimitrov Bishr Bin Ali Shaden Shaar Firoj Alam Fabrizio Silvestri Hamed Firooz Preslav Nakov Giovanni Da San Martino 23 104 0 25 Apr 2021
MusCaps: Generating Captions for Music Audio Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 35 36 0 24 Apr 2021
M3DeTR: Multi-representation, Multi-scale, Mutual-relation 3D Object Detection with Transformers Tianrui Guan Jun Wang Shiyi Lan Rohan Chandra Zuxuan Wu Larry S. Davis Tianyi Zhou ViT 3DPC 37 119 0 24 Apr 2021
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 111 54 0 23 Apr 2021