VisualBERT: A Simple and Performant Baseline for Vision and Language

9 August 2019

Papers citing "VisualBERT: A Simple and Performant Baseline for Vision and Language"

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Title
A Single 2D Pose with Context is Worth Hundreds for 3D Human Pose Estimation Qi-jun Zhao Ce Zheng Mengyuan Liu Cheng Chen 41 14 0 06 Nov 2023
Augment the Pairs: Semantics-Preserving Image-Caption Pair Augmentation for Grounding-Based Vision and Language Models Jingru Yi Burak Uzkent Oana Ignat Zili Li Amanmeet Garg Xiang Yu Linda Liu VLM 41 1 0 05 Nov 2023
Emotion Detection for Misinformation: A Review Zhiwei Liu Tianlin Zhang Kailai Yang Paul Thompson Zeping Yu Sophia Ananiadou 29 28 0 01 Nov 2023
Form follows Function: Text-to-Text Conditional Graph Generation based on Functional Requirements Peter Zachares Vahan Hovhannisyan Alan Mosca Yarin Gal 29 1 0 01 Nov 2023
From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities Md Farhan Ishmam Md Sakib Hossain Shovon M. F. Mridha Nilanjan Dey 46 36 0 01 Nov 2023
Neuroformer: Multimodal and Multitask Generative Pretraining for Brain Data Antonis Antoniades Yiyi Yu Joseph Canzano William Wang Spencer L. Smith AI4CE 40 11 0 31 Oct 2023
Partial Tensorized Transformers for Natural Language Processing Subhadra Vadlamannati Ryan Solgi 32 0 0 30 Oct 2023
Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone Zeyinzi Jiang Chaojie Mao Ziyuan Huang Ao Ma Yiliang Lv Yujun Shen Deli Zhao Jingren Zhou 35 15 0 30 Oct 2023
ArchBERT: Bi-Modal Understanding of Neural Architectures and Natural Languages Mohammad Akbari Saeed Ranjbar Alvar Behnam Kamranian Amin Banitalebi-Dehkordi Yong Zhang AI4CE 31 0 0 26 Oct 2023
A Survey on Transferability of Adversarial Examples across Deep Neural Networks Jindong Gu Xiaojun Jia Pau de Jorge Wenqain Yu Xinwei Liu ... Anjun Hu Ashkan Khakzar Zhijiang Li Xiaochun Cao Philip Torr AAML 31 27 0 26 Oct 2023
CAD -- Contextual Multi-modal Alignment for Dynamic AVQA Asmar Nadeem Adrian Hilton R. Dawes Graham A. Thomas A. Mustafa 33 9 0 25 Oct 2023
$$\mathbb{VD}$-$\mathbb{GR}$: Boosting $\mathbb{V}$isual $\mathbb{D}$ialog with Cascaded Spatial-Temporal Multi-Modal $\mathbb{GR}$aphs$ $\mathbb{VD}$ - $\mathbb{GR}$ : Boosting $\mathbb{V}$ isual $\mathbb{D}$ ialog with Cascaded Spatial-Temporal Multi-Modal $\mathbb{GR}$ aphs Adnen Abdessaied Lei Shi Andreas Bulling 3DH 32 3 0 25 Oct 2023
Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer Namkyeong Lee Heewoong Noh Sungwon Kim Dongmin Hyun Gyoung S. Na Chanyoung Park 29 5 0 24 Oct 2023
Multimodal Representations for Teacher-Guided Compositional Visual Reasoning Wafa Aissa Marin Ferecatu M. Crucianu LRM 26 0 0 24 Oct 2023
Learning with Noisy Labels Using Collaborative Sample Selection and Contrastive Semi-Supervised Learning Qing Miao Xiaohe Wu Chao Xu Yanli Ji Wangmeng Zuo Yiwen Guo Zhaopeng Meng NoLa 40 3 0 24 Oct 2023
Large Language Models are Visual Reasoning Coordinators Liangyu Chen Bo Li Sheng Shen Jingkang Yang Chunyuan Li Kurt Keutzer Trevor Darrell Ziwei Liu VLM LRM 41 50 0 23 Oct 2023
The BLA Benchmark: Investigating Basic Language Abilities of Pre-Trained Multimodal Models Xinyi Chen Raquel Fernández Sandro Pezzelle VLM 21 9 0 23 Oct 2023
OV-VG: A Benchmark for Open-Vocabulary Visual Grounding Chunlei Wang Wenquan Feng Xiangtai Li Guangliang Cheng Shuchang Lyu Binghao Liu Lijiang Chen Qi Zhao ObjD VLM 26 9 0 22 Oct 2023
ITEm: Unsupervised Image-Text Embedding Learning for eCommerce Baohao Liao Michael Kozielski Sanjika Hewavitharana Jiangbo Yuan Shahram Khadivi Tomer Lancewicki SSL 23 0 0 22 Oct 2023
RSAdapter: Adapting Multimodal Models for Remote Sensing Visual Question Answering Yuduo Wang Pedram Ghamisi 30 4 0 19 Oct 2023
Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook Ming Jin Qingsong Wen Keli Zhang Chaoli Zhang Siqiao Xue ... Shirui Pan Vincent S. Tseng Yu Zheng Lei Chen Hui Xiong AI4TS SyDa 35 118 0 16 Oct 2023
PELA: Learning Parameter-Efficient Models with Low-Rank Approximation Yangyang Guo Guangzhi Wang Mohan S. Kankanhalli 21 3 0 16 Oct 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation Jiwan Chung Youngjae Yu VLM 30 1 0 15 Oct 2023
JM3D & JM3D-LLM: Elevating 3D Understanding with Joint Multi-modal Cues Jiayi Ji Haowei Wang Changli Wu Yiwei Ma Xiaoshuai Sun Rongrong Ji 49 1 0 14 Oct 2023
Mapping Memes to Words for Multimodal Hateful Meme Classification Giovanni Burbi Alberto Baldrati Lorenzo Agnolucci Marco Bertini A. Bimbo 27 12 0 12 Oct 2023
Open-Set Knowledge-Based Visual Question Answering with Inference Paths Jingru Gan Xinzhe Han Shuhui Wang Qingming Huang 36 0 0 12 Oct 2023
Jaeger: A Concatenation-Based Multi-Transformer VQA Model Jieting Long Zewei Shi Penghao Jiang Yidong Gan 36 0 0 11 Oct 2023
MemSum-DQA: Adapting An Efficient Long Document Extractive Summarizer for Document Question Answering Nianlong Gu Yingqiang Gao Richard H. R. Hahnloser RALM 41 0 0 10 Oct 2023
I2SRM: Intra- and Inter-Sample Relationship Modeling for Multimodal Information Extraction Yusheng Huang Zhouhan Lin 47 5 0 10 Oct 2023
Video-Teller: Enhancing Cross-Modal Generation with Fusion and Decoupling Haogeng Liu Qihang Fan Tingkai Liu Linjie Yang Yunzhe Tao Huaibo Huang Ran He Hongxia Yang VGen 29 12 0 08 Oct 2023
Understanding the Robustness of Multi-modal Contrastive Learning to Distribution Shift Yihao Xue Siddharth Joshi Dang Nguyen Baharan Mirzasoleiman VLM 31 4 0 08 Oct 2023
Analyzing Zero-Shot Abilities of Vision-Language Models on Video Understanding Tasks Avinash Madasu Anahita Bhiwandiwalla Vasudev Lal VLM 37 0 0 07 Oct 2023
SelfGraphVQA: A Self-Supervised Graph Neural Network for Scene-based Question Answering Bruno Souza Marius Aasan Hélio Pedrini Adín Ramirez Rivera SSL 37 2 0 03 Oct 2023
PROSE: Predicting Operators and Symbolic Expressions using Multimodal Transformers Yuxuan Liu Zecheng Zhang Hayden Schaeffer 29 18 0 28 Sep 2023
ELIP: Efficient Language-Image Pre-training with Fewer Vision Tokens Yangyang Guo Haoyu Zhang Yongkang Wong Liqiang Nie Mohan Kankanhalli VLM 30 3 0 28 Sep 2023
Rapid Network Adaptation: Learning to Adapt Neural Networks Using Test-Time Feedback Teresa Yeo Oğuzhan Fatih Kar Zahra Sodagar Amir Zamir TTA OOD 31 3 0 27 Sep 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 47 16 0 24 Sep 2023
GraphAdapter: Tuning Vision-Language Models With Dual Knowledge Graph Xin Li Dongze Lian Zhihe Lu Jiawang Bai Zhibo Chen Xinchao Wang VLM 43 61 0 24 Sep 2023
A Survey on Image-text Multimodal Models Ruifeng Guo Jingxuan Wei Linzhuang Sun Khai Le-Duc Guiyong Chang Dawei Liu Sibo Zhang Zhengbing Yao Mingjun Xu Liping Bu VLM 31 5 0 23 Sep 2023
Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks Danae Sánchez Villegas Daniel Preoctiuc-Pietro Nikolaos Aletras 36 2 0 14 Sep 2023
PRE: Vision-Language Prompt Learning with Reparameterization Encoder Anh Pham Thi Minh An Duc Nguyen Georgios Tzimiropoulos VPVLM VLM 25 3 0 14 Sep 2023
STUPD: A Synthetic Dataset for Spatial and Temporal Relation Reasoning Palaash Agrawal Haidi Azaman Cheston Tan 51 3 0 13 Sep 2023
Overview of Memotion 3: Sentiment and Emotion Analysis of Codemixed Hinglish Memes Shreyash Mishra S. Suryavardan Megha Chakraborty Parth Patwa Anku Rani ... Amitava Das A. Sheth Manoj Kumar Chinnakotla Asif Ekbal Srijan Kumar 22 5 0 12 Sep 2023
Multi-modal Extreme Classification Anshul Mittal Kunal Dahiya Shreya Malani Janani Ramaswamy Seba Kuruvilla Jitendra Ajmera Keng-hao Chang Sumeet Agarwal Purushottam Kar Manik Varma 29 8 0 10 Sep 2023
Measuring and Improving Chain-of-Thought Reasoning in Vision-Language Models Yangyi Chen Karan Sikka Michael Cogswell Heng Ji Ajay Divakaran LRM 36 25 0 08 Sep 2023
A Joint Study of Phrase Grounding and Task Performance in Vision and Language Models Noriyuki Kojima Hadar Averbuch-Elor Yoav Artzi 31 2 0 06 Sep 2023
Parameter and Computation Efficient Transfer Learning for Vision-Language Pre-trained Models Qiong Wu Wei Yu Yiyi Zhou Shubin Huang Xiaoshuai Sun Rongrong Ji VLM 26 7 0 04 Sep 2023
Unified Pre-training with Pseudo Texts for Text-To-Image Person Re-identification Zhiyin Shao Xinyu Zhang Changxing Ding Jian Wang Jingdong Wang 31 17 0 04 Sep 2023
Multimodal Contrastive Learning with Hard Negative Sampling for Human Activity Recognition Hyeongju Choi Apoorva Beedu Irfan Essa SSL 23 3 0 03 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large Model Fengxiang Bie Yibo Yang Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao Shuaiwen Leon Song EGVM 33 19 0 02 Sep 2023