A Corpus for Reasoning About Natural Language Grounded in Photographs

1 November 2018

Papers citing "A Corpus for Reasoning About Natural Language Grounded in Photographs"

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Title
There is a Time and Place for Reasoning Beyond the Image Xingyu Fu Ben Zhou I. Chandratreya Carl Vondrick Dan Roth 84 20 0 01 Mar 2022
Unsupervised Vision-and-Language Pre-training via Retrieval-based Multi-Granular Alignment Mingyang Zhou Licheng Yu Amanpreet Singh Mengjiao MJ Wang Zhou Yu Ning Zhang VLM 27 31 0 01 Mar 2022
Multi-modal Alignment using Representation Codebook Jiali Duan Liqun Chen Son Tran Jinyu Yang Yi Xu Belinda Zeng Trishul Chilimbi 36 66 0 28 Feb 2022
Vision-Language Pre-Training with Triple Contrastive Learning Jinyu Yang Jiali Duan Son N. Tran Yi Xu Sampath Chanda Liqun Chen Belinda Zeng Trishul Chilimbi Junzhou Huang VLM 37 289 0 21 Feb 2022
A Survey of Vision-Language Pre-Trained Models Yifan Du Zikang Liu Junyi Li Wayne Xin Zhao VLM 42 180 0 18 Feb 2022
When Did It Happen? Duration-informed Temporal Localization of Narrated Actions in Vlogs Oana Ignat Santiago Castro Yuhang Zhou Jiajun Bao Dandan Shan Rada Mihalcea 18 3 0 16 Feb 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong Guosheng Lin MLLM BDL VLM CLIP 392 4,171 0 28 Jan 2022
IGLUE: A Benchmark for Transfer Learning across Modalities, Tasks, and Languages Emanuele Bugliarello Fangyu Liu Jonas Pfeiffer Siva Reddy Desmond Elliott Edoardo Ponti Ivan Vulić MLLM VLM ELM 50 62 0 27 Jan 2022
MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding Revanth Reddy Gangi Reddy Xilin Rui Manling Li Xudong Lin Haoyang Wen ... Joey Tianyi Zhou Avirup Sil Shih-Fu Chang A. Schwing Heng Ji 25 31 0 20 Dec 2021
Contrastive Vision-Language Pre-training with Limited Resources Quan Cui Boyan Zhou Yu Guo Weidong Yin Hao Wu Osamu Yoshie Yubo Chen VLM CLIP 19 33 0 17 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
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks Yi-Lin Sung Jaemin Cho Joey Tianyi Zhou VLM VPVLM 37 344 0 13 Dec 2021
ITA: Image-Text Alignments for Multi-Modal Named Entity Recognition Xinyu Wang Min Gui Yong-jia Jiang Zixia Jia Nguyen Bach Tao Wang Zhongqiang Huang Fei Huang Kewei Tu 44 52 0 13 Dec 2021
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning Yining Hong Li Yi J. Tenenbaum Antonio Torralba Chuang Gan 9 39 0 09 Dec 2021
Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text Christopher Clark Jordi Salvador Dustin Schwenk Derrick Bonafilia Mark Yatskar ... Aaron Sarnat Hannaneh Hajishirzi Aniruddha Kembhavi Oren Etzioni Ali Farhadi MLLM 25 3 0 01 Dec 2021
RedCaps: web-curated image-text data created by the people, for the people Karan Desai Gaurav Kaul Zubin Aysola Justin Johnson 31 162 0 22 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
Explainable Semantic Space by Grounding Language to Vision with Cross-Modal Contrastive Learning Yizhen Zhang Minkyu Choi Kuan Han Zhongming Liu VLM 23 15 0 13 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 38 369 0 03 Nov 2021
Dense Contrastive Visual-Linguistic Pretraining Lei Shi Kai Shuang Shijie Geng Peng Gao Zuohui Fu Gerard de Melo Yunpeng Chen Sen Su VLM SSL 57 10 0 24 Sep 2021
Caption Enriched Samples for Improving Hateful Memes Detection Efrat Blaier Itzik Malkiel Lior Wolf VLM 56 21 0 22 Sep 2021
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning Da Yin Liunian Harold Li Ziniu Hu Nanyun Peng Kai-Wei Chang 97 52 0 14 Sep 2021
xGQA: Cross-Lingual Visual Question Answering Jonas Pfeiffer Gregor Geigle Aishwarya Kamath Jan-Martin O. Steitz Stefan Roth Ivan Vulić Iryna Gurevych 42 56 0 13 Sep 2021
Panoptic Narrative Grounding Cristina González Nicolás Ayobi Isabela Hernández José Hernández Jordi Pont-Tuset Pablo Arbeláez 87 22 0 10 Sep 2021
M5Product: Self-harmonized Contrastive Learning for E-commercial Multi-modal Pretraining Xiao Dong Xunlin Zhan Yangxin Wu Yunchao Wei Michael C. Kampffmeyer Xiaoyong Wei Minlong Lu Yaowei Wang Xiaodan Liang 33 37 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
Weakly Supervised Relative Spatial Reasoning for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral LRM 30 18 0 04 Sep 2021
SimVLM: Simple Visual Language Model Pretraining with Weak Supervision Zirui Wang Jiahui Yu Adams Wei Yu Zihang Dai Yulia Tsvetkov Yuan Cao VLM MLLM 51 781 0 24 Aug 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
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models Zheyuan Liu Cristian Rodriguez-Opazo Damien Teney Stephen Gould VLM 22 191 0 09 Aug 2021
Adaptive Hierarchical Graph Reasoning with Semantic Coherence for Video-and-Language Inference Juncheng Li Siliang Tang Linchao Zhu Haochen Shi Xuanwen Huang Fei Wu Yi Yang Yueting Zhuang 27 28 0 26 Jul 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation Junnan Li Ramprasaath R. Selvaraju Akhilesh Deepak Gotmare Shafiq Joty Caiming Xiong Guosheng Lin FaML 83 1,892 0 16 Jul 2021
Building a Video-and-Language Dataset with Human Actions for Multimodal Logical Inference Riko Suzuki Hitomi Yanaka K. Mineshima D. Bekki VGen MLLM 21 1 0 27 Jun 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 33 89 0 25 Jun 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 109 54 0 23 Apr 2021
Question Decomposition with Dependency Graphs Matan Hasson Jonathan Berant GNN 39 9 0 17 Apr 2021
Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning Zhicheng Huang Zhaoyang Zeng Yupan Huang Bei Liu Dongmei Fu Jianlong Fu VLM ViT 51 271 0 07 Apr 2021
SemVLP: Vision-Language Pre-training by Aligning Semantics at Multiple Levels Chenliang Li Ming Yan Haiyang Xu Fuli Luo Wei Wang Bin Bi Songfang Huang VLM 34 36 0 14 Mar 2021
Causal Attention for Vision-Language Tasks Xu Yang Hanwang Zhang Guojun Qi Jianfei Cai CML 28 149 0 05 Mar 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 299 1,084 0 17 Feb 2021
Unifying Vision-and-Language Tasks via Text Generation Jaemin Cho Jie Lei Hao Tan Joey Tianyi Zhou MLLM 277 525 0 04 Feb 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 259 678 0 06 Jan 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir Fahad Shahbaz Khan M. Shah ViT 227 2,434 0 04 Jan 2021
A Closer Look at the Robustness of Vision-and-Language Pre-trained Models Linjie Li Zhe Gan Jingjing Liu VLM 33 42 0 15 Dec 2020
MiniVLM: A Smaller and Faster Vision-Language Model Jianfeng Wang Xiaowei Hu Pengchuan Zhang Xiujun Li Lijuan Wang Lefei Zhang Jianfeng Gao Zicheng Liu VLM MLLM 35 59 0 13 Dec 2020
Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs Emanuele Bugliarello Ryan Cotterell Naoaki Okazaki Desmond Elliott 35 119 0 30 Nov 2020
CAPT: Contrastive Pre-Training for Learning Denoised Sequence Representations Fuli Luo Pengcheng Yang Shicheng Li Xuancheng Ren Xu Sun VLM SSL 18 16 0 13 Oct 2020
Understanding tables with intermediate pre-training Julian Martin Eisenschlos Syrine Krichene Thomas Müller LMTD 15 119 0 01 Oct 2020
X-LXMERT: Paint, Caption and Answer Questions with Multi-Modal Transformers Jaemin Cho Jiasen Lu Dustin Schwenk Hannaneh Hajishirzi Aniruddha Kembhavi VLM MLLM 30 102 0 23 Sep 2020