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
Probing Contextual Language Models for Common Ground with Visual Representations Gabriel Ilharco Rowan Zellers Ali Farhadi Hannaneh Hajishirzi 17 14 0 01 May 2020
Visuo-Linguistic Question Answering (VLQA) Challenge Shailaja Keyur Sampat Yezhou Yang Chitta Baral CoGe 11 1 0 01 May 2020
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training Linjie Li Yen-Chun Chen Yu Cheng Zhe Gan Licheng Yu Jingjing Liu MLLM VLM OffRL AI4TS 41 491 0 01 May 2020
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO Zarana Parekh Jason Baldridge Daniel Matthew Cer Austin Waters Yinfei Yang 11 61 0 30 Apr 2020
Improving Vision-and-Language Navigation with Image-Text Pairs from the Web Arjun Majumdar Ayush Shrivastava Stefan Lee Peter Anderson Devi Parikh Dhruv Batra LM&Ro 36 230 0 30 Apr 2020
Span-based Localizing Network for Natural Language Video Localization Hao Zhang Aixin Sun Wei Jing Joey Tianyi Zhou 10 311 0 29 Apr 2020
Heterogeneous Representation Learning: A Review Joey Tianyi Zhou Xi Peng Yew-Soon Ong 6 0 0 28 Apr 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT Yue Wang Shafiq R. Joty Michael R. Lyu Irwin King Caiming Xiong S. Hoi 19 102 0 28 Apr 2020
Deep Multimodal Neural Architecture Search Zhou Yu Yuhao Cui Jun-chen Yu Meng Wang Dacheng Tao Qi Tian 8 98 0 25 Apr 2020
VisualCOMET: Reasoning about the Dynamic Context of a Still Image J. S. Park Chandra Bhagavatula Roozbeh Mottaghi Ali Farhadi Yejin Choi ReLM LRM 22 6 0 22 Apr 2020
Experience Grounds Language Yonatan Bisk Ari Holtzman Jesse Thomason Jacob Andreas Yoshua Bengio ... Angeliki Lazaridou Jonathan May Aleksandr Nisnevich Nicolas Pinto Joseph P. Turian 19 350 0 21 Apr 2020
Transformer Reasoning Network for Image-Text Matching and Retrieval Nicola Messina Fabrizio Falchi Andrea Esuli Giuseppe Amato ViT 14 58 0 20 Apr 2020
Are we pretraining it right? Digging deeper into visio-linguistic pretraining Amanpreet Singh Vedanuj Goswami Devi Parikh VLM 38 48 0 19 Apr 2020
lamBERT: Language and Action Learning Using Multimodal BERT Kazuki Miyazawa Tatsuya Aoki Takato Horii Takayuki Nagai SSL LM&Ro 8 12 0 15 Apr 2020
Coreferential Reasoning Learning for Language Representation Deming Ye Yankai Lin Jiaju Du Zhenghao Liu Peng Li Maosong Sun Zhiyuan Liu 21 177 0 15 Apr 2020
Relation Transformer Network Rajat Koner Poulami Sinhamahapatra Volker Tresp ViT 19 32 0 13 Apr 2020
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks Xiujun Li Xi Yin Chunyuan Li Pengchuan Zhang Xiaowei Hu ... Houdong Hu Li Dong Furu Wei Yejin Choi Jianfeng Gao VLM 15 1,910 0 13 Apr 2020
An Entropy Clustering Approach for Assessing Visual Question Difficulty K. Terao Toru Tamaki B. Raytchev K. Kaneda Shuníchi Satoh OOD AAML 26 1 0 12 Apr 2020
Rephrasing visual questions by specifying the entropy of the answer distribution K. Terao Toru Tamaki B. Raytchev K. Kaneda S. Satoh OOD 11 2 0 10 Apr 2020
Multimodal Categorization of Crisis Events in Social Media Mahdi Abavisani Liwei Wu Shengli Hu Joel R. Tetreault A. Jaimes 21 84 0 10 Apr 2020
Learning to Scale Multilingual Representations for Vision-Language Tasks Andrea Burns Donghyun Kim Derry Wijaya Kate Saenko Bryan A. Plummer 13 35 0 09 Apr 2020
Context-Aware Group Captioning via Self-Attention and Contrastive Features Zhuowan Li Quan Hung Tran Long Mai Zhe-nan Lin Alan Yuille VLM 6 44 0 07 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 19 629 0 05 Apr 2020
Generating Rationales in Visual Question Answering Hammad A. Ayyubi Md. Mehrab Tanjim Julian McAuley G. Cottrell LRM 6 5 0 04 Apr 2020
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation Yaobo Liang Nan Duan Yeyun Gong Ning Wu Fenfei Guo ... Shuguang Liu Fan Yang Daniel Fernando Campos Rangan Majumder Ming Zhou ELM VLM 46 340 0 03 Apr 2020
Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers Zhicheng Huang Zhaoyang Zeng Bei Liu Dongmei Fu Jianlong Fu ViT 30 434 0 02 Apr 2020
VIOLIN: A Large-Scale Dataset for Video-and-Language Inference J. Liu Wenhu Chen Yu Cheng Zhe Gan Licheng Yu Yiming Yang Jingjing Liu MLLM VGen 35 68 0 25 Mar 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 241 1,444 0 18 Mar 2020
Deconfounded Image Captioning: A Causal Retrospect Xu Yang Hanwang Zhang Jianfei Cai CML 10 116 0 09 Mar 2020
Cross-modal Learning for Multi-modal Video Categorization Palash Goyal Saurabh Sahu Shalini Ghosh Chul Lee 8 7 0 07 Mar 2020
XGPT: Cross-modal Generative Pre-Training for Image Captioning Qiaolin Xia Haoyang Huang Nan Duan Dongdong Zhang Lei Ji Zhifang Sui Edward Cui Taroon Bharti Xin Liu Ming Zhou MLLM VLM 12 74 0 03 Mar 2020
Visual Commonsense R-CNN Tan Wang Jianqiang Huang Hanwang Zhang Qianru Sun SSL ObjD CML 16 244 0 27 Feb 2020
What BERT Sees: Cross-Modal Transfer for Visual Question Generation Thomas Scialom Patrick Bordes Paul-Alexis Dray Jacopo Staiano Patrick Gallinari 23 6 0 25 Feb 2020
Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training Weituo Hao Chunyuan Li Xiujun Li Lawrence Carin Jianfeng Gao LM&Ro 11 274 0 25 Feb 2020
Measuring Social Biases in Grounded Vision and Language Embeddings Candace Ross Boris Katz Andrei Barbu 17 63 0 20 Feb 2020
Contextual Lensing of Universal Sentence Representations J. Kiros 6 5 0 20 Feb 2020
VQA-LOL: Visual Question Answering under the Lens of Logic Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang CoGe 20 72 0 19 Feb 2020
CodeBERT: A Pre-Trained Model for Programming and Natural Languages Zhangyin Feng Daya Guo Duyu Tang Nan Duan Xiaocheng Feng ... Linjun Shou Bing Qin Ting Liu Daxin Jiang Ming Zhou 20 2,521 0 19 Feb 2020
UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation Huaishao Luo Lei Ji Botian Shi Haoyang Huang Nan Duan Tianrui Li Jason Li Xilin Chen Ming Zhou VLM 32 439 0 15 Feb 2020
Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping Jesse Dodge Gabriel Ilharco Roy Schwartz Ali Farhadi Hannaneh Hajishirzi Noah A. Smith 16 582 0 15 Feb 2020
Exploiting Temporal Coherence for Multi-modal Video Categorization Palash Goyal Saurabh Sahu Shalini Ghosh Chul Lee 12 1 0 07 Feb 2020
Retrospective Reader for Machine Reading Comprehension Zhuosheng Zhang Junjie Yang Hai Zhao RALM 18 226 0 27 Jan 2020
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 29 258 0 22 Jan 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models M. Farazi Salman H. Khan Nick Barnes 21 17 0 20 Jan 2020
In Defense of Grid Features for Visual Question Answering Huaizu Jiang Ishan Misra Marcus Rohrbach Erik Learned-Miller Xinlei Chen OOD ObjD 21 318 0 10 Jan 2020
Visual Question Answering on 360° Images Shih-Han Chou Wei-Lun Chao Wei-Sheng Lai Min Sun Ming-Hsuan Yang 6 20 0 10 Jan 2020
Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering Lei Shi Shijie Geng Kai Shuang Chiori Hori Songxiang Liu Peng Gao Sen Su 12 11 0 03 Jan 2020
All-in-One Image-Grounded Conversational Agents Da Ju Kurt Shuster Y-Lan Boureau Jason Weston LLMAG 15 8 0 28 Dec 2019
Context R-CNN: Long Term Temporal Context for Per-Camera Object Detection Sara Beery Guanhang Wu V. Rathod Ronny Votel Jonathan Huang ObjD 6 112 0 07 Dec 2019
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks Corentin Kervadec G. Antipov M. Baccouche Christian Wolf 16 14 0 06 Dec 2019