LXMERT: Learning Cross-Modality Encoder Representations from Transformers

20 August 2019

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

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Title
Efficient Image Captioning for Edge Devices Ning Wang Jiangrong Xie Hangzai Luo Qinglin Cheng Jihao Wu Mingbo Jia Linlin Li VLM CLIP 30 20 0 18 Dec 2022
Fully and Weakly Supervised Referring Expression Segmentation with End-to-End Learning Hui Li Mingjie Sun Jimin Xiao Eng Gee Lim Yao-Min Zhao 29 20 0 17 Dec 2022
MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks Letitia Parcalabescu Anette Frank 45 22 0 15 Dec 2022
Objaverse: A Universe of Annotated 3D Objects Matt Deitke Dustin Schwenk Jordi Salvador Luca Weihs Oscar Michel Eli VanderBilt Ludwig Schmidt Kiana Ehsani Aniruddha Kembhavi Ali Farhadi 40 894 0 15 Dec 2022
Curriculum Learning Meets Weakly Supervised Modality Correlation Learning Sijie Mai Ya Sun Haifeng Hu 42 3 0 15 Dec 2022
A Survey of Knowledge Graph Reasoning on Graph Types: Static, Dynamic, and Multimodal K. Liang Lingyuan Meng Meng Liu Yue Liu Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu Fu Sun LRM 45 110 0 12 Dec 2022
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory Ziniu Hu Ahmet Iscen Chen Sun Zirui Wang Kai-Wei Chang Yizhou Sun Cordelia Schmid David A. Ross Alireza Fathi RALM VLM 53 90 0 10 Dec 2022
Uniform Masking Prevails in Vision-Language Pretraining Siddharth Verma Yuchen Lu Rui Hou Hanchao Yu Nicolas Ballas Madian Khabsa Amjad Almahairi VLM 21 0 0 10 Dec 2022
CLIP-TSA: CLIP-Assisted Temporal Self-Attention for Weakly-Supervised Video Anomaly Detection Kevin Hyekang Joo Khoa T. Vo Kashu Yamazaki Ngan Le 29 41 0 09 Dec 2022
VindLU: A Recipe for Effective Video-and-Language Pretraining Feng Cheng Xizi Wang Jie Lei David J. Crandall Joey Tianyi Zhou Gedas Bertasius VLM 35 79 0 09 Dec 2022
Modularity through Attention: Efficient Training and Transfer of Language-Conditioned Policies for Robot Manipulation Yifan Zhou Shubham D. Sonawani Mariano Phielipp Simon Stepputtis H. B. Amor LM&Ro 33 27 0 08 Dec 2022
PromptonomyViT: Multi-Task Prompt Learning Improves Video Transformers using Synthetic Scene Data Roei Herzig Ofir Abramovich Elad Ben-Avraham Assaf Arbelle Leonid Karlinsky Ariel Shamir Trevor Darrell Amir Globerson 46 16 0 08 Dec 2022
BEVBert: Multimodal Map Pre-training for Language-guided Navigation Dongyan An Yuankai Qi Yangguang Li Yan Huang Liangsheng Wang Tieniu Tan Jing Shao 40 59 0 08 Dec 2022
Vision and Structured-Language Pretraining for Cross-Modal Food Retrieval Mustafa Shukor Nicolas Thome Matthieu Cord CLIP CoGe 37 8 0 08 Dec 2022
Learning Action-Effect Dynamics for Hypothetical Vision-Language Reasoning Task Shailaja Keyur Sampat Pratyay Banerjee Yezhou Yang Chitta Baral 31 2 0 07 Dec 2022
Learning Action-Effect Dynamics from Pairs of Scene-graphs Shailaja Keyur Sampat Pratyay Banerjee Yezhou Yang Chitta Baral GNN 23 0 0 07 Dec 2022
Unifying Vision, Text, and Layout for Universal Document Processing Zineng Tang Ziyi Yang Guoxin Wang Yuwei Fang Yang Liu Chenguang Zhu Michael Zeng Chao-Yue Zhang Joey Tianyi Zhou VLM 34 108 0 05 Dec 2022
CoupAlign: Coupling Word-Pixel with Sentence-Mask Alignments for Referring Image Segmentation Zicheng Zhang Yi Zhu Jian-zhuo Liu Xiaodan Liang Wei Ke 36 29 0 04 Dec 2022
Named Entity and Relation Extraction with Multi-Modal Retrieval Xinyu Wang Jiong Cai Yong-jia Jiang Pengjun Xie Kewei Tu Wei Lu 36 51 0 03 Dec 2022
Compound Tokens: Channel Fusion for Vision-Language Representation Learning Maxwell Mbabilla Aladago A. Piergiovanni 24 2 0 02 Dec 2022
3D-TOGO: Towards Text-Guided Cross-Category 3D Object Generation Zutao Jiang Guangsong Lu Xiaodan Liang Jihua Zhu Wei Zhang Xiaojun Chang Hang Xu DiffM 21 8 0 02 Dec 2022
What do you MEME? Generating Explanations for Visual Semantic Role Labelling in Memes Shivam Sharma Siddhant Agarwal Tharun Suresh Preslav Nakov Md. Shad Akhtar Tanmoy Charkraborty VLM 35 20 0 01 Dec 2022
Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models Zhuowan Li Cihang Xie Benjamin Van Durme Alan Yuille VLM SSL 28 2 0 01 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 38 59 0 01 Dec 2022
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals Zhihao Zhang Siwen Luo Junyi Chen Sijia Lai Siqu Long Hyunsuk Chung S. Han 27 1 0 29 Nov 2022
DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding Siyi Liu Yaoyuan Liang Feng Li Shijia Huang Hao Zhang Hang Su Jun Zhu Lei Zhang ObjD 50 26 0 28 Nov 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 45 5 0 28 Nov 2022
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation Huaishao Luo Junwei Bao Youzheng Wu Xiaodong He Tianrui Li VLM 34 146 0 27 Nov 2022
Deep representation learning: Fundamentals, Perspectives, Applications, and Open Challenges K. T. Baghaei Amirreza Payandeh Pooya Fayyazsanavi Shahram Rahimi Zhiqian Chen Somayeh Bakhtiari Ramezani FaML AI4TS 40 6 0 27 Nov 2022
Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning Yatai Ji Rong-Cheng Tu Jie Jiang Weijie Kong Chengfei Cai Wenzhe Zhao Hongfa Wang Yujiu Yang Wei Liu VLM 37 13 0 24 Nov 2022
Unified Multimodal Model with Unlikelihood Training for Visual Dialog Zihao Wang Junli Wang Changjun Jiang MLLM 36 10 0 23 Nov 2022
X $^2$ -VLM: All-In-One Pre-trained Model For Vision-Language Tasks Yan Zeng Xinsong Zhang Hang Li Jiawei Wang Jipeng Zhang Hkust Wangchunshu Zhou VLM MLLM 34 14 0 22 Nov 2022
Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference E. Mitchell Joseph J. Noh Siyan Li William S. Armstrong Ananth Agarwal Patrick Liu Chelsea Finn Christopher D. Manning 27 33 0 21 Nov 2022
Teaching Structured Vision&Language Concepts to Vision&Language Models Sivan Doveh Assaf Arbelle Sivan Harary Yikang Shen Roei Herzig ... Donghyun Kim Raja Giryes Rogerio Feris S. Ullman Leonid Karlinsky VLM CoGe 61 71 0 21 Nov 2022
Multitask Vision-Language Prompt Tuning Sheng Shen Shijia Yang Tianjun Zhang Bohan Zhai Joseph E. Gonzalez Kurt Keutzer Trevor Darrell VLM VPVLM 19 49 0 21 Nov 2022
Perceiver-VL: Efficient Vision-and-Language Modeling with Iterative Latent Attention Zineng Tang Jaemin Cho Jie Lei Joey Tianyi Zhou VLM 26 9 0 21 Nov 2022
Exploring Discrete Diffusion Models for Image Captioning Zixin Zhu Yixuan Wei Jianfeng Wang Zhe Gan Zheng Zhang Le Wang G. Hua Lijuan Wang Zicheng Liu Han Hu DiffM VLM 36 17 0 21 Nov 2022
Cross-Modal Contrastive Learning for Robust Reasoning in VQA Qinjie Zheng Chaoyue Wang Daqing Liu Dadong Wang Dacheng Tao LRM 37 0 0 21 Nov 2022
Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification Yue Yang Artemis Panagopoulou Shenghao Zhou Daniel Jin Chris Callison-Burch Mark Yatskar 59 215 0 21 Nov 2022
You Need Multiple Exiting: Dynamic Early Exiting for Accelerating Unified Vision Language Model Sheng Tang Yaqing Wang Zhenglun Kong Tianchi Zhang Yao Li Caiwen Ding Yanzhi Wang Yi Liang Dongkuan Xu 33 32 0 21 Nov 2022
Leveraging per Image-Token Consistency for Vision-Language Pre-training Yunhao Gou Tom Ko Hansi Yang James T. Kwok Yu Zhang Mingxuan Wang VLM 16 10 0 20 Nov 2022
A survey on knowledge-enhanced multimodal learning Maria Lymperaiou Giorgos Stamou 48 14 0 19 Nov 2022
A Unified Model for Video Understanding and Knowledge Embedding with Heterogeneous Knowledge Graph Dataset Jiaxin Deng Dong Shen Haojie Pan Xiangyu Wu Ximan Liu Gaofeng Meng Fan Yang Size Li Ruiji Fu Zhongyuan Wang 25 1 0 19 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 16 7 0 19 Nov 2022
Detect Only What You Specify : Object Detection with Linguistic Target Moyuru Yamada ObjD VLM 33 0 0 18 Nov 2022
Towards All-in-one Pre-training via Maximizing Multi-modal Mutual Information Weijie Su Xizhou Zhu Chenxin Tao Lewei Lu Bin Li Gao Huang Yu Qiao Xiaogang Wang Jie Zhou Jifeng Dai 42 41 0 17 Nov 2022
ConStruct-VL: Data-Free Continual Structured VL Concepts Learning James Smith Paola Cascante-Bonilla Assaf Arbelle Donghyun Kim Yikang Shen David D. Cox Diyi Yang Z. Kira Rogerio Feris Leonid Karlinsky VLM 49 20 0 17 Nov 2022
CapEnrich: Enriching Caption Semantics for Web Images via Cross-modal Pre-trained Knowledge Linli Yao Wei Chen Qin Jin VLM 36 10 0 17 Nov 2022
Text-Aware Dual Routing Network for Visual Question Answering Luoqian Jiang Yifan He Jian Chen 21 0 0 17 Nov 2022
PromptCap: Prompt-Guided Task-Aware Image Captioning Yushi Hu Hang Hua Zhengyuan Yang Weijia Shi Noah A. Smith Jiebo Luo 62 101 0 15 Nov 2022