LXMERT: Learning Cross-Modality Encoder Representations from Transformers

20 August 2019

Papers citing "LXMERT: Learning Cross-Modality Encoder Representations from Transformers"

50 / 240 papers shown

Title
MINOTAUR: Multi-task Video Grounding From Multimodal Queries Raghav Goyal E. Mavroudi Xitong Yang Sainbayar Sukhbaatar Leonid Sigal Matt Feiszli Lorenzo Torresani Du Tran 8 7 0 16 Feb 2023
Controlling for Stereotypes in Multimodal Language Model Evaluation Manuj Malik Richard Johansson 18 1 0 03 Feb 2023
Effective End-to-End Vision Language Pretraining with Semantic Visual Loss Xiaofeng Yang Fayao Liu Guosheng Lin VLM 13 7 0 18 Jan 2023
Curriculum Script Distillation for Multilingual Visual Question Answering Khyathi Raghavi Chandu A. Geramifard 17 0 0 17 Jan 2023
Text to Point Cloud Localization with Relation-Enhanced Transformer Guangzhi Wang Hehe Fan Mohan S. Kankanhalli 3DPC 20 13 0 13 Jan 2023
See, Think, Confirm: Interactive Prompting Between Vision and Language Models for Knowledge-based Visual Reasoning Zhenfang Chen Qinhong Zhou Yikang Shen Yining Hong Hao Zhang Chuang Gan LRM VLM 29 35 0 12 Jan 2023
Uniform Masking Prevails in Vision-Language Pretraining Siddharth Verma Yuchen Lu Rui Hou Hanchao Yu Nicolas Ballas Madian Khabsa Amjad Almahairi VLM 18 0 0 10 Dec 2022
Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning Zhuowan Li Xingrui Wang Elias Stengel-Eskin Adam Kortylewski Wufei Ma Benjamin Van Durme Max Planck Institute for Informatics OOD LRM 16 56 0 01 Dec 2022
Perceive, Ground, Reason, and Act: A Benchmark for General-purpose Visual Representation Jiangyong Huang William Zhu Baoxiong Jia Zan Wang Xiaojian Ma Qing Li Siyuan Huang 24 5 0 28 Nov 2022
Cross-Modal Contrastive Learning for Robust Reasoning in VQA Qinjie Zheng Chaoyue Wang Daqing Liu Dadong Wang Dacheng Tao LRM 16 0 0 21 Nov 2022
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering Yao Zhang Haokun Chen A. Frikha Yezi Yang Denis Krompass Gengyuan Zhang Jindong Gu Volker Tresp VLM LRM 8 7 0 19 Nov 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 28 101 0 15 Nov 2022
DeepG2P: Fusing Multi-Modal Data to Improve Crop Production Swati Sharma Aditi Partap M. A. D. L. Balaguer Sara Malvar Ranveer Chandra 9 6 0 11 Nov 2022
Artificial intelligence for improved fitting of trajectories of elementary particles in inhomogeneous dense materials immersed in a magnetic field Saúl Alonso-Monsalve D. Sgalaberna Xingyu Zhao C. Mcgrew A. Rubbia 11 4 0 09 Nov 2022
Training Vision-Language Models with Less Bimodal Supervision Elad Segal Ben Bogin Jonathan Berant VLM 19 2 0 01 Nov 2022
Masked Vision-Language Transformer in Fashion Ge-Peng Ji Mingchen Zhuge D. Gao Deng-Ping Fan Christos Sakaridis Luc Van Gool 14 25 0 27 Oct 2022
Multilingual Multimodal Learning with Machine Translated Text Chen Qiu Dan Oneaţă Emanuele Bugliarello Stella Frank Desmond Elliott 38 13 0 24 Oct 2022
Transformer-based Localization from Embodied Dialog with Large-scale Pre-training Meera Hahn James M. Rehg LM&Ro 32 4 0 10 Oct 2022
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning Q. Si Yuanxin Liu Fandong Meng Zheng Lin Peng Fu Yanan Cao Weiping Wang Jie Zhou 30 23 0 10 Oct 2022
A New Path: Scaling Vision-and-Language Navigation with Synthetic Instructions and Imitation Learning Aishwarya Kamath Peter Anderson Su Wang Jing Yu Koh Alexander Ku Austin Waters Yinfei Yang Jason Baldridge Zarana Parekh LM&Ro 15 45 0 06 Oct 2022
CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-training Tianyu Huang Bowen Dong Yunhan Yang Xiaoshui Huang Rynson W. H. Lau Wanli Ouyang W. Zuo VLM 3DPC CLIP 15 144 0 03 Oct 2022
TVLT: Textless Vision-Language Transformer Zineng Tang Jaemin Cho Yixin Nie Mohit Bansal VLM 38 28 0 28 Sep 2022
Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from A Conditional Causal Perspective Jiangmeng Li Yanan Zhang Wenwen Qiang Lingyu Si Chengbo Jiao Xiaohui Hu Changwen Zheng Fuchun Sun CML 21 28 0 26 Aug 2022
Semi-Supervised and Unsupervised Deep Visual Learning: A Survey Yanbei Chen Massimiliano Mancini Xiatian Zhu Zeynep Akata 30 112 0 24 Aug 2022
FashionVQA: A Domain-Specific Visual Question Answering System Min Wang A. Mahjoubfar Anupama Joshi 16 3 0 24 Aug 2022
Learning More May Not Be Better: Knowledge Transferability in Vision and Language Tasks Tianwei Chen Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima Hajime Nagahara VLM 19 0 0 23 Aug 2022
Text-to-Image Generation via Implicit Visual Guidance and Hypernetwork Xin Yuan Zhe-nan Lin Jason Kuen Jianming Zhang John Collomosse 22 5 0 17 Aug 2022
Aesthetic Attributes Assessment of Images with AMANv2 and DPC-CaptionsV2 Xinghui Zhou Xin Jin Jianwen Lv Heng Huang Ming Mao Shuai Cui CoGe 6 0 0 09 Aug 2022
Masked Vision and Language Modeling for Multi-modal Representation Learning Gukyeong Kwon Zhaowei Cai Avinash Ravichandran Erhan Bas Rahul Bhotika Stefano Soatto 19 66 0 03 Aug 2022
Video Question Answering with Iterative Video-Text Co-Tokenization A. Piergiovanni K. Morton Weicheng Kuo Michael S. Ryoo A. Angelova 13 17 0 01 Aug 2022
Learning Visual Representation from Modality-Shared Contrastive Language-Image Pre-training Haoxuan You Luowei Zhou Bin Xiao Noel Codella Yu Cheng Ruochen Xu Shih-Fu Chang Lu Yuan CLIP VLM 11 46 0 26 Jul 2022
Clover: Towards A Unified Video-Language Alignment and Fusion Model Jingjia Huang Yinan Li Jiashi Feng Xinglong Wu Xiaoshuai Sun Rongrong Ji VLM 19 46 0 16 Jul 2022
DUET: Cross-modal Semantic Grounding for Contrastive Zero-shot Learning Zhuo Chen Yufen Huang Jiaoyan Chen Yuxia Geng Wen Zhang Yin Fang Jeff Z. Pan Huajun Chen VLM 21 64 0 04 Jul 2022
e-CLIP: Large-Scale Vision-Language Representation Learning in E-commerce Wonyoung Shin Jonghun Park Taekang Woo Yongwoo Cho Kwangjin Oh Hwanjun Song VLM 14 16 0 01 Jul 2022
Personalized Showcases: Generating Multi-Modal Explanations for Recommendations An Yan Zhankui He Jiacheng Li Tianyang Zhang Julian McAuley 16 34 0 30 Jun 2022
VLMixer: Unpaired Vision-Language Pre-training via Cross-Modal CutMix Teng Wang Wenhao Jiang Zhichao Lu Feng Zheng Ran Cheng Chengguo Yin Ping Luo VLM 17 42 0 17 Jun 2022
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks Jiasen Lu Christopher Clark Rowan Zellers Roozbeh Mottaghi Aniruddha Kembhavi ObjD VLM MLLM 31 391 0 17 Jun 2022
Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis Michal Golovanevsky Carsten Eickhoff Ritambhara Singh 16 62 0 17 Jun 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid 19 225 0 16 Jun 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 41 518 0 13 Jun 2022
Neural Retriever and Go Beyond: A Thesis Proposal Man Luo 17 1 0 31 May 2022
VLUE: A Multi-Task Benchmark for Evaluating Vision-Language Models Wangchunshu Zhou Yan Zeng Shizhe Diao Xinsong Zhang CoGe VLM 14 13 0 30 May 2022
UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification Andrei Paraschiv M. Dascalu Dumitru-Clementin Cercel 13 3 0 29 May 2022
HiVLP: Hierarchical Vision-Language Pre-Training for Fast Image-Text Retrieval Feilong Chen Xiuyi Chen Jiaxin Shi Duzhen Zhang Jianlong Chang Qi Tian VLM CLIP 29 6 0 24 May 2022
On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization Shruti Palaskar Akshita Bhagia Yonatan Bisk Florian Metze A. Black Ana Marasović 11 4 0 24 May 2022
Learning to Answer Visual Questions from Web Videos Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid ViT 25 33 0 10 May 2022
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen Ningyu Zhang Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen 15 124 0 04 May 2022
CoCa: Contrastive Captioners are Image-Text Foundation Models Jiahui Yu Zirui Wang Vijay Vasudevan Legg Yeung Mojtaba Seyedhosseini Yonghui Wu VLM CLIP OffRL 21 1,249 0 04 May 2022
All You May Need for VQA are Image Captions Soravit Changpinyo Doron Kukliansky Idan Szpektor Xi Chen Nan Ding Radu Soricut 27 70 0 04 May 2022
Visual Spatial Reasoning Fangyu Liu Guy Edward Toh Emerson Nigel Collier ReLM 21 155 0 30 Apr 2022