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"

44 / 2,094 papers shown

Title
In Defense of Grid Features for Visual Question Answering Huaizu Jiang Ishan Misra Marcus Rohrbach Erik Learned-Miller Xinlei Chen OOD ObjD 23 318 0 10 Jan 2020
Visual Question Answering on 360° Images Shih-Han Chou Wei-Lun Chao Wei-Sheng Lai Min Sun Ming-Hsuan Yang 22 21 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 17 11 0 03 Jan 2020
All-in-One Image-Grounded Conversational Agents Da Ju Kurt Shuster Y-Lan Boureau Jason Weston LLMAG 32 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 14 112 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 21 15 0 06 Dec 2019
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline Vishvak Murahari Dhruv Batra Devi Parikh Abhishek Das VLM 23 115 0 05 Dec 2019
15 Keypoints Is All You Need Michael Snower Asim Kadav Farley Lai H. Graf VOT 3DH 26 47 0 05 Dec 2019
12-in-1: Multi-Task Vision and Language Representation Learning Jiasen Lu Vedanuj Goswami Marcus Rohrbach Devi Parikh Stefan Lee VLM ObjD 40 476 0 05 Dec 2019
Multimodal Attention Networks for Low-Level Vision-and-Language Navigation Federico Landi Lorenzo Baraldi Marcella Cornia M. Corsini Rita Cucchiara LM&Ro 10 27 0 27 Nov 2019
Efficient Attention Mechanism for Visual Dialog that can Handle All the Interactions between Multiple Inputs Van-Quang Nguyen Masanori Suganuma Takayuki Okatani 16 7 0 26 Nov 2019
Learning to Learn Words from Visual Scenes Dídac Surís Dave Epstein Heng Ji Shih-Fu Chang Carl Vondrick VLM CLIP SSL OffRL 30 4 0 25 Nov 2019
Temporal Reasoning via Audio Question Answering Haytham M. Fayek Justin Johnson 30 51 0 21 Nov 2019
Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks Fengda Zhu Yi Zhu Xiaojun Chang Xiaodan Liang LRM 25 238 0 18 Nov 2019
Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA Ronghang Hu Amanpreet Singh Trevor Darrell Marcus Rohrbach 32 195 0 14 Nov 2019
Unsupervised Pre-training for Natural Language Generation: A Literature Review Yuanxin Liu Zheng Lin SSL AI4CE 36 3 0 13 Nov 2019
The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design J. Dean 22 79 0 13 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 35 324 0 10 Nov 2019
Two-Headed Monster And Crossed Co-Attention Networks Yaoyiran Li Jing Jiang 24 0 0 10 Nov 2019
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents Kurt Shuster Da Ju Stephen Roller Emily Dinan Y-Lan Boureau Jason Weston 32 81 0 09 Nov 2019
Probing Contextualized Sentence Representations with Visual Awareness ZhuoSheng Zhang Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Hai Zhao 14 2 0 07 Nov 2019
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines Jingxiang Lin Unnat Jain Alex Schwing LRM ReLM 37 9 0 31 Oct 2019
Text Matters but Speech Influences: A Computational Analysis of Syntactic Ambiguity Resolution Won Ik Cho J. Cho Woohyun Kang N. Kim 27 2 0 21 Oct 2019
Meta Module Network for Compositional Visual Reasoning Wenhu Chen Zhe Gan Linjie Li Yu Cheng Wenjie Wang Jingjing Liu LRM 25 68 0 08 Oct 2019
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
UNITER: UNiversal Image-TExt Representation Learning Yen-Chun Chen Linjie Li Licheng Yu Ahmed El Kholy Faisal Ahmed Zhe Gan Yu Cheng Jingjing Liu VLM OT 43 444 0 25 Sep 2019
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 252 927 0 24 Sep 2019
MULE: Multimodal Universal Language Embedding Donghyun Kim Kuniaki Saito Kate Saenko Stan Sclaroff Bryan A. Plummer VLM 32 40 0 08 Sep 2019
Pretrained AI Models: Performativity, Mobility, and Change Lav Varshney N. Keskar R. Socher 18 20 0 07 Sep 2019
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 59 242 0 06 Sep 2019
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 82 1,651 0 22 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 99 2,456 0 20 Aug 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 89 895 0 16 Aug 2019
Fusion of Detected Objects in Text for Visual Question Answering Chris Alberti Jeffrey Ling Michael Collins David Reitter 17 173 0 14 Aug 2019
Multi-modality Latent Interaction Network for Visual Question Answering Peng Gao Haoxuan You Zhanpeng Zhang Xiaogang Wang Hongsheng Li 25 82 0 10 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 82 1,919 0 09 Aug 2019
CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense Difei Gao Ruiping Wang Shiguang Shan Xilin Chen CoGe LRM 20 27 0 08 Aug 2019
Finding Moments in Video Collections Using Natural Language Victor Escorcia Mattia Soldan Josef Sivic Guohao Li Bryan C. Russell 31 6 0 30 Jul 2019
Bilinear Graph Networks for Visual Question Answering Dalu Guo Chang Xu Dacheng Tao GNN 27 50 0 23 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 25 132 0 22 Jul 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 30 641 0 05 Apr 2019
VQA with no questions-answers training B. Vatashsky S. Ullman 41 12 0 20 Nov 2018
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 149 3,130 0 02 Dec 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016