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
i-Code: An Integrative and Composable Multimodal Learning Framework Ziyi Yang Yuwei Fang Chenguang Zhu Reid Pryzant DongDong Chen ... Bin Xiao Yuanxun Lu Takuya Yoshioka Michael Zeng Xuedong Huang 109 49 0 03 May 2022
Detection of Propaganda Techniques in Visuo-Lingual Metaphor in Memes Sunil Gundapu R. Mamidi 62 2 0 03 May 2022
Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering A. Piergiovanni Wei Li Weicheng Kuo M. Saffar Fred Bertsch A. Angelova 79 16 0 02 May 2022
UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog Cheng Chen Yudong Zhu Zhenshan Tan Qingrong Cheng Xin Jiang Qun Liu X. Gu 77 39 0 01 May 2022
Visual Spatial Reasoning Fangyu Liu Guy Edward Toh Emerson Nigel Collier ReLM 133 185 0 30 Apr 2022
Improving Visual Grounding with Visual-Linguistic Verification and Iterative Reasoning Li Yang Yan Xu Chunfen Yuan Wei Liu Bing Li Weiming Hu ObjD 92 119 0 30 Apr 2022
Approximating Permutations with Neural Network Components for Travelling Photographer Problem S. Chong 71 0 0 30 Apr 2022
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model Chenyu You Nuo Chen Fenglin Liu Shen Ge Xian Wu Yuexian Zou AuLLM 63 44 0 29 Apr 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 434 3,621 0 29 Apr 2022
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining Yuting Gao Jinfeng Liu Zihan Xu Jinchao Zhang Ke Li Rongrong Ji Chunhua Shen VLM CLIP 138 105 0 29 Apr 2022
Where in the World is this Image? Transformer-based Geo-localization in the Wild Shraman Pramanick E. Nowara Joshua Gleason Carlos D. Castillo Rama Chellappa ViT 62 37 0 29 Apr 2022
Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly Spencer Whitehead Suzanne Petryk Vedaad Shakib Joseph E. Gonzalez Trevor Darrell Anna Rohrbach Marcus Rohrbach 116 56 0 28 Apr 2022
Reducing Predictive Feature Suppression in Resource-Constrained Contrastive Image-Caption Retrieval Maurits J. R. Bleeker Andrew Yates Maarten de Rijke 100 4 0 28 Apr 2022
CapOnImage: Context-driven Dense-Captioning on Image Yiqi Gao Xinglin Hou Yuanmeng Zhang T. Ge Yuning Jiang Peifeng Wang 139 11 0 27 Apr 2022
SceneTrilogy: On Human Scene-Sketch and its Complementarity with Photo and Text Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Subhadeep Koley Tao Xiang Yi-Zhe Song 104 30 0 25 Apr 2022
Translation between Molecules and Natural Language Carl Edwards T. Lai Kevin Ros Garrett Honke Kyunghyun Cho Heng Ji 139 173 0 25 Apr 2022
Progressive Learning for Image Retrieval with Hybrid-Modality Queries Yida Zhao Yuqing Song Qin Jin 82 29 0 24 Apr 2022
Training and challenging models for text-guided fashion image retrieval Eric Dodds Jack Culpepper Gaurav Srivastava 77 9 0 23 Apr 2022
Unified Pretraining Framework for Document Understanding Jiuxiang Gu Jason Kuen Vlad I. Morariu Handong Zhao Nikolaos Barmpalios R. Jain A. Nenkova Tong Sun 105 98 0 22 Apr 2022
A Multi-level Alignment Training Scheme for Video-and-Language Grounding Yubo Zhang Feiyang Niu Q. Ping Govind Thattai CVBM 97 2 0 22 Apr 2022
Self-paced Multi-grained Cross-modal Interaction Modeling for Referring Expression Comprehension Peihan Miao Wei Su Gaoang Wang Xuewei Li Xi Li ObjD 82 10 0 21 Apr 2022
Exploring a Fine-Grained Multiscale Method for Cross-Modal Remote Sensing Image Retrieval Zhiqiang Yuan Wenkai Zhang Kun Fu Xuan Li Chubo Deng Hongqi Wang Xian Sun 101 140 0 21 Apr 2022
Making the Most of Text Semantics to Improve Biomedical Vision--Language Processing Benedikt Boecking Naoto Usuyama Shruthi Bannur Daniel Coelho De Castro Anton Schwaighofer ... Tristan Naumann A. Nori Javier Alvarez-Valle Hoifung Poon Ozan Oktay 93 247 0 21 Apr 2022
Transformer Decoders with MultiModal Regularization for Cross-Modal Food Retrieval Mustafa Shukor Guillaume Couairon Asya Grechka Matthieu Cord ViT 89 19 0 20 Apr 2022
Uncertainty-based Cross-Modal Retrieval with Probabilistic Representations Leila Pishdad Ran Zhang Konstantinos G. Derpanis Allan D. Jepson Afsaneh Fazly 41 2 0 20 Apr 2022
K-LITE: Learning Transferable Visual Models with External Knowledge Sheng Shen Chunyuan Li Xiaowei Hu Jianwei Yang Yujia Xie ... Ce Liu Kurt Keutzer Trevor Darrell Anna Rohrbach Jianfeng Gao CLIP VLM 72 85 0 20 Apr 2022
Imagination-Augmented Natural Language Understanding Yujie Lu Wanrong Zhu Xinze Wang Miguel P. Eckstein William Yang Wang 62 24 0 18 Apr 2022
Learning to Listen: Modeling Non-Deterministic Dyadic Facial Motion Evonne Ng Hanbyul Joo Liwen Hu Hao Li Trevor Darrell Angjoo Kanazawa Shiry Ginosar VGen 78 95 0 18 Apr 2022
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Yupan Huang Tengchao Lv Lei Cui Yutong Lu Furu Wei 171 464 0 18 Apr 2022
Visio-Linguistic Brain Encoding Subba Reddy Oota Jashn Arora Vijay Rowtula Manish Gupta R. Bapi AI4CE 53 18 0 18 Apr 2022
OMG: Observe Multiple Granularities for Natural Language-Based Vehicle Retrieval Yunhao Du Binyu Zhang Xiang Ruan Fei Su Zhicheng Zhao Hong Chen 58 5 0 18 Apr 2022
End-to-end Dense Video Captioning as Sequence Generation Wanrong Zhu Bo Pang Ashish V. Thapliyal William Yang Wang Radu Soricut DiffM 61 34 0 18 Apr 2022
A Survivor in the Era of Large-Scale Pretraining: An Empirical Study of One-Stage Referring Expression Comprehension Gen Luo Yiyi Zhou Jiamu Sun Xiaoshuai Sun Rongrong Ji ObjD 78 10 0 17 Apr 2022
Attention Mechanism based Cognition-level Scene Understanding Xuejiao Tang Tai Le Quy LRM 84 0 0 17 Apr 2022
Towards Lightweight Transformer via Group-wise Transformation for Vision-and-Language Tasks Gen Luo Yiyi Zhou Xiaoshuai Sun Yan Wang Liujuan Cao Yongjian Wu Feiyue Huang Rongrong Ji ViT 64 47 0 16 Apr 2022
COTS: Collaborative Two-Stream Vision-Language Pre-Training Model for Cross-Modal Retrieval Haoyu Lu Nanyi Fei Yuqi Huo Yizhao Gao Zhiwu Lu Jiaxin Wen CLIP VLM 100 55 0 15 Apr 2022
Vision-and-Language Pretrained Models: A Survey Siqu Long Feiqi Cao S. Han Haiqing Yang VLM 111 65 0 15 Apr 2022
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding Chan-Jan Hsu Hung-yi Lee Yu Tsao VLM 44 3 0 15 Apr 2022
Brainish: Formalizing A Multimodal Language for Intelligence and Consciousness Paul Pu Liang 78 6 0 14 Apr 2022
TIB-VA at SemEval-2022 Task 5: A Multimodal Architecture for the Detection and Classification of Misogynous Memes Sherzod Hakimov Gullal Singh Cheema Ralph Ewerth 37 10 0 13 Apr 2022
What Matters in Language Conditioned Robotic Imitation Learning over Unstructured Data Oier Mees Lukás Hermann Wolfram Burgard LM&Ro 117 156 0 13 Apr 2022
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension Sanjay Subramanian William Merrill Trevor Darrell Matt Gardner Sameer Singh Anna Rohrbach ObjD 116 128 0 12 Apr 2022
X-DETR: A Versatile Architecture for Instance-wise Vision-Language Tasks Zhaowei Cai Gukyeong Kwon Avinash Ravichandran Erhan Bas Zhuowen Tu Rahul Bhotika Stefano Soatto ObjD MLLM VLM 72 50 0 12 Apr 2022
How does fake news use a thumbnail? CLIP-based Multimodal Detection on the Unrepresentative News Image H. Choi Yejun Yoon Seunghyun Yoon Kunwoo Park 52 8 0 12 Apr 2022
Are Multimodal Transformers Robust to Missing Modality? Mengmeng Ma Jian Ren Long Zhao Davide Testuggine Xi Peng ViT 117 155 0 12 Apr 2022
Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog Shunyu Zhang X. Jiang Zequn Yang T. Wan Zengchang Qin 64 12 0 10 Apr 2022
Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data Yunxing Kang Tianqiao Liu Hang Li Y. Hao Wenbiao Ding 78 8 0 10 Apr 2022
On Distinctive Image Captioning via Comparing and Reweighting Jiuniu Wang Wenjia Xu Qingzhong Wang Antoni B. Chan 91 16 0 08 Apr 2022
Unified Contrastive Learning in Image-Text-Label Space Jianwei Yang Chunyuan Li Pengchuan Zhang Bin Xiao Ce Liu Lu Yuan Jianfeng Gao VLM SSL 176 227 0 07 Apr 2022
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality Tristan Thrush Ryan Jiang Max Bartolo Amanpreet Singh Adina Williams Douwe Kiela Candace Ross CoGe 168 429 0 07 Apr 2022