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
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 17 118 0 03 Jun 2021
TVDIM: Enhancing Image Self-Supervised Pretraining via Noisy Text Data Pengda Qin Yuhong Li Kefeng Deng Qiang Wu 11 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 19 45 0 03 Jun 2021
More Identifiable yet Equally Performant Transformers for Text Classification Rishabh Bhardwaj Navonil Majumder Soujanya Poria Eduard H. Hovy 11 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 14 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 20 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 31 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 18 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 P. Xing Liang Lin AIMat 14 157 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 21 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 25 46 0 29 May 2021
Maintaining Common Ground in Dynamic Environments Takuma Udagawa Akiko Aizawa 19 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 18 36 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 23 29 0 27 May 2021
Multi-Modal Semantic Inconsistency Detection in Social Media News Posts S. McCrae Kehan Wang A. Zakhor 28 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 21 14 0 25 May 2021
Enhance Multimodal Model Performance with Data Augmentation: Facebook Hateful Meme Challenge Solution Yang Li Zi-xin Zhang Hutchin Huang 19 1 0 25 May 2021
Learning Better Visual Dialog Agents with Pretrained Visual-Linguistic Representation Tao Tu Q. Ping Govind Thattai Gökhan Tür Premkumar Natarajan 24 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 E. Choi MedIm 19 151 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 11 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 21 129 0 20 May 2021
Pathdreamer: A World Model for Indoor Navigation Jing Yu Koh Honglak Lee Yinfei Yang Jason Baldridge Peter Anderson 26 79 0 18 May 2021
Parallel Attention Network with Sequence Matching for Video Grounding Hao Zhang Aixin Sun Wei Jing Liangli Zhen Joey Tianyi Zhou Rick Siow Mong Goh 16 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 40 440 0 18 May 2021
A Review on Explainability in Multimodal Deep Neural Nets Gargi Joshi Rahee Walambe K. Kotecha 21 137 0 17 May 2021
Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval K. Ueki 21 3 0 16 May 2021
Episodic Transformer for Vision-and-Language Navigation Alexander Pashevich Cordelia Schmid Chen Sun LM&Ro 24 193 0 13 May 2021
Video Corpus Moment Retrieval with Contrastive Learning Hao Zhang Aixin Sun Wei Jing Guoshun Nan Liangli Zhen Joey Tianyi Zhou Rick Siow Mong Goh 33 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 32 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 21 4 0 12 May 2021
Language Acquisition is Embodied, Interactive, Emotive: a Research Proposal C. Kennington LM&Ro 38 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 8 60 0 10 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 54 267 0 10 May 2021
A survey on VQA_Datasets and Approaches Yeyun Zou Qiyu Xie 40 18 0 02 May 2021
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads Chenyu Gao Qi Zhu Peng Wang Qi Wu 8 2 0 30 Apr 2021
Comparing Visual Reasoning in Humans and AI Shravan Murlidaran W. Wang M. Eckstein 24 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 24 17 0 29 Apr 2021
Multimodal Contrastive Training for Visual Representation Learning Xin Yuan Zhe-nan Lin Jason Kuen Jianming Zhang Yilin Wang Michael Maire Ajinkya Kale Baldo Faieta SSL 28 153 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 57 858 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 13 103 0 25 Apr 2021
MusCaps: Generating Captions for Music Audio Ilaria Manco Emmanouil Benetos Elio Quinton Gyorgy Fazekas 30 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 Dinesh Manocha ViT 3DPC 21 118 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 103 53 0 23 Apr 2021
Multiscale Vision Transformers Haoqi Fan Bo Xiong K. Mangalam Yanghao Li Zhicheng Yan Jitendra Malik Christoph Feichtenhofer ViT 19 1,221 0 22 Apr 2021
Comprehensive Multi-Modal Interactions for Referring Image Segmentation Kanishk Jain Vineet Gandhi 11 17 0 21 Apr 2021
Understanding Synonymous Referring Expressions via Contrastive Features Yi-Wen Chen Yi-Hsuan Tsai Ming-Hsuan Yang ObjD 19 4 0 20 Apr 2021
Detector-Free Weakly Supervised Grounding by Separation Assaf Arbelle Sivan Doveh Amit Alfassy J. Shtok Guy Lev ... Kate Saenko S. Ullman Raja Giryes Rogerio Feris Leonid Karlinsky 35 23 0 20 Apr 2021
Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training Chenyi Lei Shixian Luo Yong-jin Liu Wanggui He Jiamang Wang Guoxin Wang Haihong Tang C. Miao Houqiang Li 28 41 0 19 Apr 2021
BM-NAS: Bilevel Multimodal Neural Architecture Search Yihang Yin Siyu Huang Xiang Zhang 32 27 0 19 Apr 2021