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
SurgAnt-ViVQA: Learning to Anticipate Surgical Events through GRU-Driven Temporal Cross-Attention Shreyas C. Dhake Jiayuan Huang Runlong He Danyal Z. Khan E. Mazomenos Sophia Bano Hani J. Marcus Danail Stoyanov Matthew J. Clarkson Mobarak I. Hoque 32 0 0 05 Nov 2025
Generating Accurate and Detailed Captions for High-Resolution Images Hankyeol Lee Gawon Seo Kyounggyu Lee Dogun Kim Kyungwoo Song Jiyoung Jung MLLM VLM 165 0 0 31 Oct 2025
FOCUS: Efficient Keyframe Selection for Long Video Understanding Zirui Zhu Hailun Xu Yang Luo Yong Liu Kanchan Sarkar Zhenheng Yang Yang You 100 0 0 31 Oct 2025
Masked Diffusion Captioning for Visual Feature Learning Chao Feng Zihao Wei Andrew Owens DiffM 179 0 0 30 Oct 2025
MAP4TS: A Multi-Aspect Prompting Framework for Time-Series Forecasting with Large Language Models Suchan Lee Jihoon Choi Sohyeon Lee Minseok Song Bong-Gyu Jang Hwanjo Yu S. Han AI4TS 88 0 0 27 Oct 2025
HARMONY: Hidden Activation Representations and Model Output-Aware Uncertainty Estimation for Vision-Language Models Erum Mushtaq Zalan Fabian Yavuz Faruk Bakman Anil Ramakrishna Mahdi Soltanolkotabi Salman Avestimehr 89 2 0 25 Oct 2025
Top-Down Semantic Refinement for Image Captioning Jusheng Zhang Kaitong Cai Jing Yang Jian Wang Chengpei Tang Keze Wang DiffM MLLM BDL 242 1 0 25 Oct 2025
Tibetan Language and AI: A Comprehensive Survey of Resources, Methods and Challenges Cheng Huang Nyima Tashi Fan Gao Yutong Liu J. Li ... Guojie Tang Xiangxiang Wang Jia Zhang Tsengdar J. Lee Yongbin Yu 72 0 0 22 Oct 2025
Does Visual Grounding Enhance the Understanding of Embodied Knowledge in Large Language Models? Zhihui Yang Yupei Wang Kaijie Mo Zhe Zhao Renfen Hu 94 0 0 19 Oct 2025
ELMM: Efficient Lightweight Multimodal Large Language Models for Multimodal Knowledge Graph Completion Wei Huang Peining Li Meiyu Liang Xu Hou Junping Du Yingxia Shao Guanhua Ye Wu Liu Kangkang Lu Yang Yu VLM 68 0 0 19 Oct 2025
On the Provable Importance of Gradients for Language-Assisted Image Clustering Bo Peng Jie Lu G. Zhang Zhen Fang VLM 103 0 0 18 Oct 2025
A Multimodal Approach to Heritage Preservation in the Context of Climate Change David Roqui Adèle Cormier nistor Grozavu Ann Bourges 56 0 0 15 Oct 2025
CoDefend: Cross-Modal Collaborative Defense via Diffusion Purification and Prompt Optimization Fengling Zhu Boshi Liu Jingyu Hua Sheng Zhong DiffM AAML 90 0 0 13 Oct 2025
Towards Self-Refinement of Vision-Language Models with Triangular Consistency Yunlong Deng Guangyi Chen Tianpei Gu Lingjing Kong Yan Li Zeyu Tang Kun Zhang 104 1 0 12 Oct 2025
Cooperative Pseudo Labeling for Unsupervised Federated Classification Kuangpu Guo Lijun Sheng Yongcan Yu Jian Liang Zilei Wang Ran He FedML VLM 100 0 0 11 Oct 2025
Unpacking Hateful Memes: Presupposed Context and False Claims Weibin Cai Jiayu Li R. Zafarani 49 0 0 11 Oct 2025
Learning from Mistakes: Enhancing Harmful Meme Detection via Misjudgment Risk Patterns Wenshuo Wang Ziyou Jiang Junjie Wang Mingyang Li Jie Huang Yuekai Huang Zhiyuan Chang Feiyan Duan Qing Wang 79 0 0 10 Oct 2025
Synthetic Object Compositions for Scalable and Accurate Learning in Detection, Segmentation, and Grounding Weikai Huang Jieyu Zhang Taoyang Jia Chenhao Zheng Ziqi Gao J. S. Park Winson Han Ranjay Krishna 125 0 0 10 Oct 2025
Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection I. M. De la Jara C. Rodriguez-Opazo D. Teney D. Ranasinghe E. Abbasnejad OODD 267 0 0 07 Oct 2025
Spatial-ViLT: Enhancing Visual Spatial Reasoning through Multi-Task Learning Chashi Mahiul Islam Oteo Mamo Samuel Jacob Chacko Xiuwen Liu Weikuan Yu LRM 80 0 0 03 Oct 2025
Benchmarking Foundation Models with Retrieval-Augmented Generation in Olympic-Level Physics Problem Solving Shunfeng Zheng Yudi Zhang Meng Fang Zihan Zhang Zhitan Wu Mykola Pechenizkiy Ling-Hao Chen ReLM RALM LRM 176 0 0 01 Oct 2025
Multimodal Large Language Models Meet Multimodal Emotion Recognition and Reasoning: A Survey Yuntao Shou Tao Meng Wei Ai Keqin Li LRM 130 3 0 29 Sep 2025
Multilingual Vision-Language Models, A Survey Andrei-Alexandru Manea Jindřich Libovický VLM 95 1 0 26 Sep 2025
Retrieval over Classification: Integrating Relation Semantics for Multimodal Relation Extraction Lei Hei Tingjing Liao Yingxin Pei Yiyang Qi Jiaqi Wang Ruiting Li Feiliang Ren 96 0 0 25 Sep 2025
Audio-Visual Separation with Hierarchical Fusion and Representation Alignment Han Hu Dongheng Lin Qiming Huang Yuqi Hou Hyung Jin Chang Jianbo Jiao 44 0 0 24 Sep 2025
Pure Vision Language Action (VLA) Models: A Comprehensive Survey Dapeng Zhang Jin Sun Chenghui Hu Xiaoyan Wu Zhenlong Yuan R. Zhou Fei Shen Qingguo Zhou LM&Ro 193 13 0 23 Sep 2025
Leveraging NTPs for Efficient Hallucination Detection in VLMs Ofir Azachi Kfir Eliyahu Eyal El Ani Rom Himelstein Roi Reichart Yuval Pinter Nitay Calderon VLM 97 0 0 20 Sep 2025
Hierarchical Self-Attention: Generalizing Neural Attention Mechanics to Multi-Scale Problems Saeed Amizadeh Sara Abdali Yinheng Li K. Koishida 92 0 0 18 Sep 2025
MARS2 2025 Challenge on Multimodal Reasoning: Datasets, Methods, Results, Discussion, and Outlook Peng Xu Shengwu Xiong Jiajun Zhang Yaxiong Chen Bowen Zhou ... Yang Yang Yanglin Deng Yashu Kang Ye Yuan Y. Wen LRM 83 1 0 17 Sep 2025
DepthVision: Enabling Robust Vision-Language Models with GAN-Based LiDAR-to-RGB Synthesis for Autonomous Driving Sven Kirchner Nils Purschke Ross Greer Alois C. Knoll 3DV VLM 92 0 0 09 Sep 2025
Structure-aware Contrastive Learning for Diagram Understanding of Multimodal Models Hiroshi Sasaki VLM 68 0 0 02 Sep 2025
NLKI: A lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks Aritra Dutta Swapnanil Mukherjee Deepanway Ghosal Somak Aditya VLM 35 0 0 27 Aug 2025
JVLGS: Joint Vision-Language Gas Leak Segmentation Xinlong Zhao Qixiang Pang Shan Du 56 0 0 27 Aug 2025
A Multimodal-Multitask Framework with Cross-modal Relation and Hierarchical Interactive Attention for Semantic ComprehensionInformation Fusion (Inf. Fusion), 2025 Mohammad Zia Ur Rehman Devraj Raghuvanshi Umang Jain Shubhi Bansal Nagendra Kumar 72 5 0 22 Aug 2025
Checkmate: interpretable and explainable RSVQA is the endgame Lucrezia Tosato Christel Chappuis Syrielle Montariol F. Weissgerber Sylvain Lobry D. Tuia 84 0 0 18 Aug 2025
BERT-VQA: Visual Question Answering on Plots Tai Vu Robert Yang 52 1 0 14 Aug 2025
Text-conditioned State Space Model For Domain-generalized Change Detection Visual Question Answering Elman Ghazaei Erchan Aptoula 96 0 0 12 Aug 2025
Remote Sensing Image Intelligent Interpretation with the Language-Centered Perspective: Principles, Methods and Challenges Haifeng Li Wang Guo Haiyang Wu Mengwei Wu Jipeng Zhang Qing Zhu Yu Liu Xin Huang Chao Tao 98 0 0 09 Aug 2025
DART: Dual Adaptive Refinement Transfer for Open-Vocabulary Multi-Label Recognition Haijing Liu Tao Pu Hefeng Wu Keze Wang Liang Lin ObjD VLM 78 0 0 07 Aug 2025
A Context-aware Attention and Graph Neural Network-based Multimodal Framework for Misogyny DetectionInformation Processing & Management (IPM), 2025 Mohammad Zia Ur Rehman Sufyaan Zahoor Areeb Manzoor Musharaf Maqbool Nagendra Kumar 68 19 0 07 Aug 2025
SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation Yining Yao Ziwei Li Shuwen Xiao Boya Du J. Zhu Junjun Zheng Xiangheng Kong Yuning Jiang LLMSV 124 0 0 02 Aug 2025
Beyond Gloss: A Hand-Centric Framework for Gloss-Free Sign Language Translation Sobhan Asasi Mohamed Ilyas Lakhal Ozge Mercanoglu Sincan Richard Bowden SLR 162 0 0 31 Jul 2025
Closing the Modality Gap for Mixed Modality Search Binxu Li Yuhui Zhang Xiaohan Wang Weixin Liang Ludwig Schmidt Serena Yeung-Levy VLM 88 4 0 25 Jul 2025
A Highly Clean Recipe Dataset with Ingredient States Annotation for State Probing Task Mashiro Toyooka Kiyoharu Aizawa Yoko Yamakata 88 0 0 23 Jul 2025
What if Othello-Playing Language Models Could See? Xinyi Chen Yifei Yuan Jiaang Li Serge J. Belongie Maarten de Rijke Anders Søgaard LRM 91 0 0 19 Jul 2025
Describe Anything Model for Visual Question Answering on Text-rich Images Yen-Linh Vu Dinh-Thang Duong Truong-Binh Duong Anh-Khoi Nguyen Thanh-Huy Nguyen ... Jianhua Xing Xingjian Li Tianyang Wang Ulas Bagci Min Xu VLM 223 2 0 16 Jul 2025
Identify, Isolate, and Purge: Mitigating Hallucinations in LVLMs via Self-Evolving Distillation Wenhao Li Xiu Su Jingyi Wu Feng Yang Yang-Yang Liu Yi-Ling Chen Shan You Chang Xu VLM 135 0 0 07 Jul 2025
ChestGPT: Integrating Large Language Models and Vision Transformers for Disease Detection and Localization in Chest X-Rays Shehroz S. Khan Petar Przulj A. Ashraf Ali Abedi LM&MA MedIm 58 1 0 04 Jul 2025
VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning Zhangyang Qi Zhixiong Zhang Yizhou Yu Jiaqi Wang Hengshuang Zhao LM&Ro AI4TS 271 23 0 20 Jun 2025
Understanding GUI Agent Localization Biases through Logit Sharpness Xingjian Tao Yiwei Wang Yujun Cai Zhicheng YANG Jing Tang LLMAG 118 4 0 18 Jun 2025