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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Chameleon: Fast-slow Neuro-symbolic Lane Topology ExtractionIEEE International Conference on Robotics and Automation (ICRA), 2025 Zongzheng Zhang Xinrun Li Sizhe Zou Guoxuan Chi Siqi Li ... Guoliang Wang Guantian Zheng Leichen Wang Hang Zhao Hao Zhao 305 9 0 10 Mar 2025
Enhancing Vietnamese VQA through Curriculum Learning on Raw and Augmented Text Representations Khoi Anh Nguyen Linh Yen Vu Thang Dinh Duong Thuan Nguyen Duong Huy Thanh Nguyen V. Q. Dinh 192 4 0 05 Mar 2025
Vision-Language Model IP Protection via Prompt-based LearningComputer Vision and Pattern Recognition (CVPR), 2025 Lianyu Wang Ming Wang Huazhu Fu Daoqiang Zhang VLM 361 0 0 04 Mar 2025
FilterRAG: Zero-Shot Informed Retrieval-Augmented Generation to Mitigate Hallucinations in VQA S M Sarwar 350 2 0 25 Feb 2025
Vision Language Models in Medicine Beria Chingnabe Kalpelbe Angel Gabriel Adaambiik Wei Peng VLM LM&MA 339 5 0 24 Feb 2025
ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval SystemsThe Web Conference (WWW), 2025 Haibo Xing Kanefumi Matsuyama Hao Deng Jinxin Hu Yu Zhang Xiaoyi Zeng 249 4 0 22 Feb 2025
Learning Generalizable Prompt for CLIP with Class Similarity Knowledge Sehun Jung Hyang-won Lee VLM VPVLM 207 2 0 17 Feb 2025
Multi-Turn Multi-Modal Question Clarification for Enhanced Conversational Understanding Kimia Ramezan Alireza Amiri Bavandpour Yifei Yuan Clemencia Siro Mohammad Aliannejadi 153 0 0 17 Feb 2025
Demystifying Hateful Content: Leveraging Large Multimodal Models for Hateful Meme Detection with Explainable DecisionsInternational Conference on Web and Social Media (ICWSM), 2025 Ming Shan Hee Roy Ka-wei Lee VLM 206 9 0 16 Feb 2025
Vision-Language Models for Edge Networks: A Comprehensive SurveyIEEE Internet of Things Journal (IEEE IoT J.), 2025 Ahmed Sharshar Latif U. Khan Waseem Ullah Mohsen Guizani VLM 313 3 0 11 Feb 2025
Multi-Branch Collaborative Learning Network for Video Quality Assessment in Industrial Video SearchKnowledge Discovery and Data Mining (KDD), 2025 Hengzhu Tang Zefeng Zhang Zhiping Li Zhenyu Zhang Xing Wu Li Gao Suqi Cheng D. Yin 256 2 0 09 Feb 2025
A Multimodal PDE Foundation Model for Prediction and Scientific Text Descriptions Elisa Negrini Yuxuan Liu Liu Yang Stanley Osher Hayden Schaeffer AI4CE 295 2 0 09 Feb 2025
Mitigating GenAI-powered Evidence Pollution for Out-of-Context Multimodal Misinformation Detection Zehong Yan Peng Qi Wynne Hsu Yang Deng 247 0 0 24 Jan 2025
MASS: Overcoming Language Bias in Image-Text MatchingAAAI Conference on Artificial Intelligence (AAAI), 2025 Jiwan Chung Seungwon Lim Sangkyu Lee Youngjae Yu VLM 185 0 0 20 Jan 2025
Leveraging Taxonomy and LLMs for Improved Multimodal Hierarchical ClassificationInternational Conference on Computational Linguistics (COLING), 2025 Shijing Chen Mohamed Reda Bouadjenek Shoaib Jameel Usman Naseem Basem Suleiman Flora D. Salim Hakim Hacid Imran Razzak 156 3 0 12 Jan 2025
Visual Large Language Models for Generalized and Specialized Applications Jiayi Zhang Zhixin Lai Wentao Bao Zhen Tan Anh Dao Kewei Sui Jiayi Shen Dong Liu Huan Liu Yu Kong VLM 414 32 0 06 Jan 2025
SAFE-MEME: Structured Reasoning Framework for Robust Hate Speech Detection in Memes Palash Nandi Shivam Sharma Tanmoy Chakraborty 174 4 0 31 Dec 2024
MATCHED: Multimodal Authorship-Attribution To Combat Human Trafficking in Escort-Advertisement Data V. Saxena Benjamin Bashpole Gijs van Dijck Gerasimos Spanakis 205 0 0 18 Dec 2024
Bringing Multimodality to Amazon Visual Search SystemKnowledge Discovery and Data Mining (KDD), 2024 Xinliang Zhu Michael Huang Han Ding Jinyu Yang Kelvin Chen ... Son Dinh Tran Benjamin Z. Yao Doug Gray Anuj Bindal Arnab Dhua 229 7 0 17 Dec 2024
Does VLM Classification Benefit from LLM Description Semantics?AAAI Conference on Artificial Intelligence (AAAI), 2024 Pingchuan Ma Lennart Rietdorf Dmytro Kotovenko Vincent Tao Hu Bjorn Ommer VLM 338 2 0 16 Dec 2024
Advances in Transformers for Robotic Applications: A Review Nikunj Sanghai Nik Bear Brown AI4CE 331 5 0 13 Dec 2024
Unified Framework for Open-World Compositional Zero-shot LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Hirunima Jayasekara Khoi Pham Nirat Saini Abhinav Shrivastava 230 1 0 05 Dec 2024
AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations? Shouwei Ruan Hanqin Liu Yao Huang Xiaoqi Wang Caixin Kang Hang Su Yinpeng Dong Xingxing Wei VGen 554 1 0 04 Dec 2024
Eyes on the Road: State-of-the-Art Video Question Answering Models Assessment for Traffic Monitoring Tasks Joseph Raj Vishal Divesh Basina Aarya Choudhary Bharatesh Chakravarthi 332 3 0 02 Dec 2024
Exploring Large Vision-Language Models for Robust and Efficient Industrial Anomaly Detection Kun Qian Tianyu Sun Wenhong Wang 206 1 0 01 Dec 2024
AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal AlignmentComputer Vision and Pattern Recognition (CVPR), 2024 Yan Li Yifei Xing X. Lan Xuzhao Li Haifeng Chen Shihong Deng Mamba 240 16 0 01 Dec 2024
MIMIC: Multimodal Islamophobic Meme Identification and Classification Safrin Sanzida Islam Sahid Hossain Mustakim Sadia Ahmmed Md. Faiyaz Abdullah Sayeedi Swapnil Khandoker Syed Tasdid Azam Dhrubo Nahid Md Lokman Hossain 182 1 0 01 Dec 2024
Approximate Fiber Product: A Preliminary Algebraic-Geometric Perspective on Multimodal Embedding Alignment Dongfang Zhao 131 1 0 30 Nov 2024
VLM-HOI: Vision Language Models for Interpretable Human-Object Interaction Analysis Donggoo Kang Dasol Jeong Hyunmin Lee Sangwoo Park Hasil Park Sunkyu Kwon Yeongjoon Kim Joonki Paik MLLM VLM 304 1 0 27 Nov 2024
Enhancing Few-Shot Out-of-Distribution Detection with Gradient Aligned Context Optimization Baoshun Tong Kaiyu Song Hanjiang Lai OODD 178 1 0 24 Nov 2024
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning ScenariosNeural Information Processing Systems (NeurIPS), 2024 Shantanu Jaiswal Debaditya Roy Basura Fernando Cheston Tan ReLM LRM 315 4 0 20 Nov 2024
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms Raihan Kabir Naznin Haque Md. Saiful Islam Marium-E. Jannat CoGe 229 8 0 17 Nov 2024
Prompt-enhanced Network for Hateful Meme ClassificationInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Junxi Liu Yanyan Feng Jiehai Chen Yun Xue Fenghuan Li VLM 280 3 0 12 Nov 2024
Renaissance: Investigating the Pretraining of Vision-Language Encoders Clayton Fields C. Kennington VLM 117 1 0 11 Nov 2024
Harmful YouTube Video Detection: A Taxonomy of Online Harm and MLLMs as Alternative Annotators Claire Jo Miki Wesołowska Magdalena Wojcieszak 212 7 0 06 Nov 2024
Multimodal Commonsense Knowledge Distillation for Visual Question Answering Shuo Yang Siwen Luo S. Han LRM 91 1 0 05 Nov 2024
Can Multimodal Large Language Model Think Analogically? Diandian Guo Cong Cao Fangfang Yuan Dakui Wang Wei Ma Yanbing Liu Jianhui Fu LRM 229 1 0 02 Nov 2024
R-LLaVA: Improving Med-VQA Understanding through Visual Region of Interest Xupeng Chen Zhixin Lai Kangrui Ruan Shichu Chen Jiaxiang Liu Zuozhu Liu 553 14 0 27 Oct 2024
MAD-Sherlock: Multi-Agent Debate for Visual Misinformation Detection Kumud Lakara Juil Sock Christian Rupprecht Juil Sock Philip Torr John Collomosse Christian Schroeder de Witt 196 5 0 26 Oct 2024
A Survey of Multimodal Sarcasm DetectionInternational Joint Conference on Artificial Intelligence (IJCAI), 2024 Shafkat Farabi Tharindu Ranasinghe Helen Treharne Yu Kong Marcos Zampieri 163 14 0 24 Oct 2024
Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning TechniquesApplied Soft Computing (Appl. Soft Comput.), 2024 David Ortiz-Perez Manuel Benavent-Lledo José García Rodríguez David Tomás M. Flores Vizcaya-Moreno 191 3 0 24 Oct 2024
Exploiting Text-Image Latent Spaces for the Description of Visual ConceptsInternational Conference on Pattern Recognition (ICPR), 2024 Laines Schmalwasser J. Gawlikowski Joachim Denzler Julia Niebling 131 3 0 23 Oct 2024
Reducing Hallucinations in Vision-Language Models via Latent Space Steering Sheng Liu Haotian Ye Lei Xing James Zou VLM LLMSV 289 33 0 21 Oct 2024
ChitroJera: A Regionally Relevant Visual Question Answering Dataset for Bangla Deeparghya Dutta Barua Md Sakib Ul Rahman Sourove Md Fahim Fabiha Haider Fariha Tanjim Shifat Md Tasmim Rahman Adib Anam Borhan Uddin Md Farhan Ishmam Md Farhad Alam 178 1 0 19 Oct 2024
ViConsFormer: Constituting Meaningful Phrases of Scene Texts using Transformer-based Method in Vietnamese Text-based Visual Question AnsweringPacific Asia Conference on Language, Information and Computation (PACLIC), 2024 Nghia Hieu Nguyen Tho Thanh Quan Ngan Luu-Thuy Nguyen 195 0 0 18 Oct 2024
VL-GLUE: A Suite of Fundamental yet Challenging Visuo-Linguistic Reasoning Tasks Shailaja Keyur Sampat Mutsumi Nakamura Shankar Kailas Kartik Aggarwal Mandy Zhou Yezhou Yang Chitta Baral MLLM CoGe ReLM VLM LRM 187 1 0 17 Oct 2024
Seeing Through VisualBERT: A Causal Adventure on Memetic LandscapesConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Dibyanayan Bandyopadhyay Mohammed Hasanuzzaman Asif Ekbal AAML 221 5 0 17 Oct 2024
CMAL: A Novel Cross-Modal Associative Learning Framework for Vision-Language Pre-TrainingACM Multimedia (ACM MM), 2022 Zhiyuan Ma Jianjun Li Guohui Li Kaiyan Huang VLM 297 9 0 16 Oct 2024
MMAR: Towards Lossless Multi-Modal Auto-Regressive Probabilistic ModelingComputer Vision and Pattern Recognition (CVPR), 2024 Jian Yang Dacheng Yin Yizhou Zhou Fengyun Rao Wei-dong Zhai Yang Cao Zheng-jun Zha DiffM 241 8 0 14 Oct 2024
Leveraging Customer Feedback for Multi-modal Insight ExtractionNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Sandeep Sricharan Mukku Abinesh Kanagarajan Pushpendu Ghosh Chetan Aggarwal 158 0 0 13 Oct 2024