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"

38 / 2,088 papers shown

Title
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline Vishvak Murahari Dhruv Batra Devi Parikh Abhishek Das VLM 21 115 0 05 Dec 2019
15 Keypoints Is All You Need Michael Snower Asim Kadav Farley Lai H. Graf VOT 3DH 21 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 26 475 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 13 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 22 4 0 25 Nov 2019
Temporal Reasoning via Audio Question Answering Haytham M. Fayek Justin Johnson 14 51 0 21 Nov 2019
Vision-Language Navigation with Self-Supervised Auxiliary Reasoning Tasks Fengda Zhu Yi Zhu Xiaojun Chang Xiaodan Liang LRM 14 238 0 18 Nov 2019
Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA Ronghang Hu Amanpreet Singh Trevor Darrell Marcus Rohrbach 15 195 0 14 Nov 2019
Unsupervised Pre-training for Natural Language Generation: A Literature Review Yuanxin Liu Zheng Lin SSL AI4CE 25 3 0 13 Nov 2019
The Deep Learning Revolution and Its Implications for Computer Architecture and Chip Design J. Dean 8 79 0 13 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 27 318 0 10 Nov 2019
Two-Headed Monster And Crossed Co-Attention Networks Yaoyiran Li Jing Jiang 19 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 12 81 0 09 Nov 2019
Probing Contextualized Sentence Representations with Visual Awareness Zhuosheng Zhang Rui Wang Kehai Chen Masao Utiyama Eiichiro Sumita Hai Zhao 6 2 0 07 Nov 2019
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines Jingxiang Lin Unnat Jain A. Schwing LRM ReLM 26 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 22 2 0 21 Oct 2019
Meta Module Network for Compositional Visual Reasoning Wenhu Chen Zhe Gan Linjie Li Yu Cheng W. Wang Jingjing Liu LRM 17 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 15 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 29 444 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 250 926 0 24 Sep 2019
MULE: Multimodal Universal Language Embedding Donghyun Kim Kuniaki Saito Kate Saenko Stan Sclaroff Bryan A. Plummer VLM 24 39 0 08 Sep 2019
Pretrained AI Models: Performativity, Mobility, and Change L. Varshney N. Keskar R. Socher 11 20 0 07 Sep 2019
Supervised Multimodal Bitransformers for Classifying Images and Text Douwe Kiela Suvrat Bhooshan Hamed Firooz Ethan Perez Davide Testuggine 57 241 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 29 1,643 0 22 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Mohit Bansal VLM MLLM 52 2,444 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 22 895 0 16 Aug 2019
Fusion of Detected Objects in Text for Visual Question Answering Chris Alberti Jeffrey Ling Michael Collins David Reitter 6 173 0 14 Aug 2019
Multi-modality Latent Interaction Network for Visual Question Answering Peng Gao Haoxuan You Zhanpeng Zhang Xiaogang Wang Hongsheng Li 9 77 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 23 1,909 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 12 27 0 08 Aug 2019
Finding Moments in Video Collections Using Natural Language Victor Escorcia Mattia Soldan Josef Sivic Bernard Ghanem Bryan C. Russell 15 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 15 132 0 22 Jul 2019
An Attentive Survey of Attention Models S. Chaudhari Varun Mithal Gungor Polatkan R. Ramanath 16 638 0 05 Apr 2019
VQA with no questions-answers training B. Vatashsky S. Ullman 33 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 85 3,111 0 02 Dec 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016