Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers

2 April 2020

Zhicheng Huang

Papers citing "Pixel-BERT: Aligning Image Pixels with Text by Deep Multi-Modal Transformers"

50 / 287 papers shown

Title
LaTr: Layout-Aware Transformer for Scene-Text VQA Ali Furkan Biten Ron Litman Yusheng Xie Srikar Appalaraju R. Manmatha ViT 32 100 0 23 Dec 2021
Distilled Dual-Encoder Model for Vision-Language Understanding Zekun Wang Wenhui Wang Haichao Zhu Ming Liu Bing Qin Furu Wei VLM FedML 29 30 0 16 Dec 2021
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning Zhecan Wang Haoxuan You Liunian Harold Li Alireza Zareian Suji Park Yiqing Liang Kai-Wei Chang Shih-Fu Chang ReLM LRM 15 30 0 16 Dec 2021
Dual-Key Multimodal Backdoors for Visual Question Answering Matthew Walmer Karan Sikka Indranil Sur Abhinav Shrivastava Susmit Jha AAML 24 34 0 14 Dec 2021
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM VPVLM 35 343 0 13 Dec 2021
Injecting Semantic Concepts into End-to-End Image Captioning Zhiyuan Fang Jianfeng Wang Xiaowei Hu Lin Liang Zhe Gan Lijuan Wang Yezhou Yang Zicheng Liu ViT VLM 24 86 0 09 Dec 2021
FLAVA: A Foundational Language And Vision Alignment Model Amanpreet Singh Ronghang Hu Vedanuj Goswami Guillaume Couairon Wojciech Galuba Marcus Rohrbach Douwe Kiela CLIP VLM 40 687 0 08 Dec 2021
MLP Architectures for Vision-and-Language Modeling: An Empirical Study Yi-Liang Nie Linjie Li Zhe Gan Shuohang Wang Chenguang Zhu Michael Zeng Zicheng Liu Joey Tianyi Zhou Lijuan Wang 24 6 0 08 Dec 2021
CMA-CLIP: Cross-Modality Attention CLIP for Image-Text Classification Huidong Liu Shaoyuan Xu Jinmiao Fu Yang Liu Ning Xie Chien Wang Bryan Wang Yi Sun CLIP VLM 24 27 0 07 Dec 2021
Joint Learning of Localized Representations from Medical Images and Reports Philipp Muller Georgios Kaissis Cong Zou Daniel Munich 140 81 0 06 Dec 2021
Uni-Perceiver: Pre-training Unified Architecture for Generic Perception for Zero-shot and Few-shot Tasks Xizhou Zhu Jinguo Zhu Hao Li Xiaoshi Wu Xiaogang Wang Hongsheng Li Xiaohua Wang Jifeng Dai 56 129 0 02 Dec 2021
Video-Text Pre-training with Learned Regions Rui Yan Mike Zheng Shou Yixiao Ge Alex Jinpeng Wang Xudong Lin Guanyu Cai Jinhui Tang 33 23 0 02 Dec 2021
VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual Recognition Changyao Tian Wenhai Wang Xizhou Zhu Jifeng Dai Yu Qiao VLM 32 69 0 26 Nov 2021
Scaling Up Vision-Language Pre-training for Image Captioning Xiaowei Hu Zhe Gan Jianfeng Wang Zhengyuan Yang Zicheng Liu Yumao Lu Lijuan Wang MLLM VLM 34 246 0 24 Nov 2021
UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling Zhengyuan Yang Zhe Gan Jianfeng Wang Xiaowei Hu Faisal Ahmed Zicheng Liu Yumao Lu Lijuan Wang 27 111 0 23 Nov 2021
Florence: A New Foundation Model for Computer Vision Lu Yuan Dongdong Chen Yi-Ling Chen Noel Codella Xiyang Dai ... Zhen Xiao Jianwei Yang Michael Zeng Luowei Zhou Pengchuan Zhang VLM 29 879 0 22 Nov 2021
RedCaps: web-curated image-text data created by the people, for the people Karan Desai Gaurav Kaul Zubin Aysola Justin Johnson 22 162 0 22 Nov 2021
Advancing High-Resolution Video-Language Representation with Large-Scale Video Transcriptions Hongwei Xue Tiankai Hang Yanhong Zeng Yuchong Sun Bei Liu Huan Yang Jianlong Fu B. Guo AI4TS VLM 31 189 0 19 Nov 2021
Combined Scaling for Zero-shot Transfer Learning Hieu H. Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu ... Yi-Ting Chen Minh-Thang Luong Yonghui Wu Mingxing Tan Quoc V. Le VLM 17 193 0 19 Nov 2021
UFO: A UniFied TransfOrmer for Vision-Language Representation Learning Jianfeng Wang Xiaowei Hu Zhe Gan Zhengyuan Yang Xiyang Dai Zicheng Liu Yumao Lu Lijuan Wang ViT 29 57 0 19 Nov 2021
Achieving Human Parity on Visual Question Answering Ming Yan Haiyang Xu Chenliang Li Junfeng Tian Bin Bi ... Ji Zhang Songfang Huang Fei Huang Luo Si Rong Jin 32 12 0 17 Nov 2021
Multi-Grained Vision Language Pre-Training: Aligning Texts with Visual Concepts Yan Zeng Xinsong Zhang Hang Li VLM CLIP 16 297 0 16 Nov 2021
Multimodal Transformer with Variable-length Memory for Vision-and-Language Navigation Chuang Lin Yi-Xin Jiang Jianfei Cai Lizhen Qu Gholamreza Haffari Zehuan Yuan 28 32 0 10 Nov 2021
An Empirical Study of Training End-to-End Vision-and-Language Transformers Zi-Yi Dou Yichong Xu Zhe Gan Jianfeng Wang Shuohang Wang ... Pengchuan Zhang Lu Yuan Nanyun Peng Zicheng Liu Michael Zeng VLM 29 368 0 03 Nov 2021
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts Hangbo Bao Wenhui Wang Li Dong Qiang Liu Owais Khan Mohammed Kriti Aggarwal Subhojit Som Furu Wei VLM MLLM MoE 20 533 0 03 Nov 2021
Unifying Multimodal Transformer for Bi-directional Image and Text Generation Yupan Huang Hongwei Xue Bei Liu Yutong Lu 19 57 0 19 Oct 2021
Understanding Multimodal Procedural Knowledge by Sequencing Multimodal Instructional Manuals Te-Lin Wu Alexander Spangher Pegah Alipoormolabashi Marjorie Freedman R. Weischedel Nanyun Peng 21 20 0 16 Oct 2021
Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm Yangguang Li Feng Liang Lichen Zhao Yufeng Cui Wanli Ouyang Jing Shao F. Yu Junjie Yan VLM CLIP 29 443 0 11 Oct 2021
Pre-trained Language Models in Biomedical Domain: A Systematic Survey Benyou Wang Qianqian Xie Jiahuan Pei Zhihong Chen Prayag Tiwari Zhao Li Jie Fu LM&MA AI4CE 37 163 0 11 Oct 2021
MLIM: Vision-and-Language Model Pre-training with Masked Language and Image Modeling Tarik Arici M. S. Seyfioglu T. Neiman Yi Tian Xu Son N. Tran Trishul Chilimbi Belinda Zeng Ismail B. Tutar VLM 10 15 0 24 Sep 2021
KD-VLP: Improving End-to-End Vision-and-Language Pretraining with Object Knowledge Distillation Yongfei Liu Chenfei Wu Shao-Yen Tseng Vasudev Lal Xuming He Nan Duan CLIP VLM 53 28 0 22 Sep 2021
AliMe MKG: A Multi-modal Knowledge Graph for Live-streaming E-commerce Guohai Xu Hehong Chen Feng-Lin Li Fu Sun Yunzhou Shi Zhixiong Zeng Wei Zhou Zhongzhou Zhao Ji Zhang 19 16 0 13 Sep 2021
A Survey on Multi-modal Summarization Anubhav Jangra Sourajit Mukherjee Adam Jatowt S. Saha M. Hasanuzzaman 31 59 0 11 Sep 2021
TxT: Crossmodal End-to-End Learning with Transformers Jan-Martin O. Steitz Jonas Pfeiffer Iryna Gurevych Stefan Roth LRM 21 2 0 09 Sep 2021
Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization Tiezheng Yu Wenliang Dai Zihan Liu Pascale Fung 32 73 0 06 Sep 2021
Data Efficient Masked Language Modeling for Vision and Language Yonatan Bitton Gabriel Stanovsky Michael Elhadad Roy Schwartz VLM 11 20 0 05 Sep 2021
Grid-VLP: Revisiting Grid Features for Vision-Language Pre-training Ming Yan Haiyang Xu Chenliang Li Bin Bi Junfeng Tian Min Gui Wei Wang VLM 36 10 0 21 Aug 2021
ROSITA: Enhancing Vision-and-Language Semantic Alignments via Cross- and Intra-modal Knowledge Integration Yuhao Cui Zhou Yu Chunqi Wang Zhongzhou Zhao Ji Zhang Meng Wang Jun-chen Yu VLM 27 53 0 16 Aug 2021
Exceeding the Limits of Visual-Linguistic Multi-Task Learning Cameron R. Wolfe Keld T. Lundgaard VLM 42 2 0 27 Jul 2021
Separating Skills and Concepts for Novel Visual Question Answering Spencer Whitehead Hui Wu Heng Ji Rogerio Feris Kate Saenko CoGe 32 34 0 19 Jul 2021
How Much Can CLIP Benefit Vision-and-Language Tasks? Sheng Shen Liunian Harold Li Hao Tan Joey Tianyi Zhou Anna Rohrbach Kai-Wei Chang Z. Yao Kurt Keutzer CLIP VLM MLLM 202 405 0 13 Jul 2021
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training Hongwei Xue Yupan Huang Bei Liu Houwen Peng Jianlong Fu Houqiang Li Jiebo Luo 30 88 0 25 Jun 2021
Probing Image-Language Transformers for Verb Understanding Lisa Anne Hendricks Aida Nematzadeh 27 114 0 16 Jun 2021
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 25 118 0 03 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-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
Understanding Mobile GUI: from Pixel-Words to Screen-Sentences Jingwen Fu Xiaoyi Zhang Yuwang Wang Wenjun Zeng Sam Yang Grayson Hilliard 29 14 0 25 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 Edward Choi MedIm 27 151 0 24 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 54 268 0 10 May 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 106 54 0 23 Apr 2021