ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision

5 February 2021

Papers citing "ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision"

50 / 254 papers shown

Title
What Is Missing in Multilingual Visual Reasoning and How to Fix It Yueqi Song Simran Khanuja Graham Neubig VLM LRM 82 6 0 03 Mar 2024
Multimodal Transformer With a Low-Computational-Cost Guarantee Sungjin Park Edward Choi 44 1 0 23 Feb 2024
Multi-modal Stance Detection: New Datasets and Model Bin Liang Ang Li Jingqian Zhao Lin Gui Min Yang Yue Yu Kam-Fai Wong Ruifeng Xu 34 4 0 22 Feb 2024
RepQuant: Towards Accurate Post-Training Quantization of Large Transformer Models via Scale Reparameterization Zhikai Li Xuewen Liu Jing Zhang Qingyi Gu MQ 37 7 0 08 Feb 2024
Overcoming the Pitfalls of Vision-Language Model Finetuning for OOD Generalization Yuhang Zang Hanlin Goh Josh Susskind Chen Huang VLM 24 12 0 29 Jan 2024
GeoDecoder: Empowering Multimodal Map Understanding Feng Qi Mian Dai Zixian Zheng Chao Wang 20 1 0 26 Jan 2024
Domain Adaptation for Large-Vocabulary Object Detectors Kai Jiang Jiaxing Huang Weiying Xie Jie Lei Yunsong Li Ling Shao Shijian Lu ObjD VLM 32 2 0 13 Jan 2024
3VL: Using Trees to Improve Vision-Language Models' Interpretability Nir Yellinek Leonid Karlinsky Raja Giryes CoGe VLM 49 4 0 28 Dec 2023
Towards Robust Multimodal Prompting With Missing Modalities Jaehyuk Jang Yooseung Wang Changick Kim VLM 30 10 0 26 Dec 2023
Mask Grounding for Referring Image Segmentation Yong Xien Chng Henry Zheng Yizeng Han Xuchong Qiu Gao Huang ISeg ObjD 22 15 0 19 Dec 2023
UniDCP: Unifying Multiple Medical Vision-language Tasks via Dynamic Cross-modal Learnable Prompts Chenlu Zhan Yufei Zhang Yu Lin Gaoang Wang Hongwei Wang VLM MedIm 26 5 0 18 Dec 2023
M3DBench: Let's Instruct Large Models with Multi-modal 3D Prompts Mingsheng Li Xin Chen C. Zhang Sijin Chen Hongyuan Zhu Fukun Yin Gang Yu Tao Chen 22 23 0 17 Dec 2023
Weakly-Supervised 3D Visual Grounding based on Visual Linguistic Alignment Xiaoxu Xu Yitian Yuan Qiudan Zhang Wen-Bin Wu Zequn Jie Lin Ma Xu Wang 56 4 0 15 Dec 2023
TiMix: Text-aware Image Mixing for Effective Vision-Language Pre-training Chaoya Jiang Wei Ye Haiyang Xu Qinghao Ye Mingshi Yan Ji Zhang Shikun Zhang CLIP VLM 14 4 0 14 Dec 2023
UniIR: Training and Benchmarking Universal Multimodal Information Retrievers Cong Wei Yang Chen Haonan Chen Hexiang Hu Ge Zhang Jie Fu Alan Ritter Wenhu Chen 35 50 0 28 Nov 2023
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models Jiayun Luo Siddhesh Khandelwal Leonid Sigal Boyang Albert Li MLLM VLM 27 7 0 28 Nov 2023
Visual Programming for Zero-shot Open-Vocabulary 3D Visual Grounding Zhihao Yuan Jinke Ren Chun-Mei Feng Hengshuang Zhao Shuguang Cui Zhen Li 24 26 0 26 Nov 2023
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training Cheng Tan Jingxuan Wei Zhangyang Gao Linzhuang Sun Siyuan Li Ruifeng Guo Xihong Yang Stan Z. Li LRM 14 7 0 23 Nov 2023
What's left can't be right -- The remaining positional incompetence of contrastive vision-language models Nils Hoehing Ellen Rushe Anthony Ventresque VLM 13 2 0 20 Nov 2023
MultiDelete for Multimodal Machine Unlearning Jiali Cheng Hadi Amiri MU 38 7 0 18 Nov 2023
Measuring and Improving Attentiveness to Partial Inputs with Counterfactuals Yanai Elazar Bhargavi Paranjape Hao Peng Sarah Wiegreffe Khyathi Raghavi Vivek Srikumar Sameer Singh Noah A. Smith AAML OOD 21 0 0 16 Nov 2023
Multi Sentence Description of Complex Manipulation Action Videos Fatemeh Ziaeetabar Reza Safabakhsh S. Momtazi M. Tamosiunaite F. Worgotter 23 1 0 13 Nov 2023
Zero-shot Translation of Attention Patterns in VQA Models to Natural Language Leonard Salewski A. Sophia Koepke Hendrik P. A. Lensch Zeynep Akata 29 2 0 08 Nov 2023
Semantic and Expressive Variation in Image Captions Across Languages Andre Ye Sebastin Santy Jena D. Hwang Amy X. Zhang Ranjay Krishna VLM 46 3 0 22 Oct 2023
Multiscale Superpixel Structured Difference Graph Convolutional Network for VL Representation Siyu Zhang Ye-Ting Chen Fang Wang Yaoru Sun Jun Yang Lizhi Bai SSL 22 0 0 20 Oct 2023
Towards Robust Multi-Modal Reasoning via Model Selection Xiangyan Liu Rongxue Li Wei Ji Tao Lin LLMAG LRM 34 3 0 12 Oct 2023
Missing-modality Enabled Multi-modal Fusion Architecture for Medical Data Muyu Wang Shiyu Fan Yichen Li Hui Chen MedIm 17 1 0 27 Sep 2023
Robust 6DoF Pose Estimation Against Depth Noise and a Comprehensive Evaluation on a Mobile Dataset Zixun Huang Keling Yao Seth Z. Zhao Chuanyu Pan Chenfeng Xu Kathy Zhuang Tianjian Xu Weiyu Feng Allen Y. Yang 21 0 0 24 Sep 2023
A Joint Study of Phrase Grounding and Task Performance in Vision and Language Models Noriyuki Kojima Hadar Averbuch-Elor Yoav Artzi 21 2 0 06 Sep 2023
EVE: Efficient Vision-Language Pre-training with Masked Prediction and Modality-Aware MoE Junyi Chen Longteng Guo Jianxiang Sun Shuai Shao Zehuan Yuan Liang Lin Dongyu Zhang MLLM VLM MoE 48 9 0 23 Aug 2023
GrowCLIP: Data-aware Automatic Model Growing for Large-scale Contrastive Language-Image Pre-training Xi Deng Han Shi Runhu Huang Changlin Li Hang Xu Jianhua Han James T. Kwok Shen Zhao Wei Zhang Xiaodan Liang CLIP VLM 29 3 0 22 Aug 2023
An Examination of the Compositionality of Large Generative Vision-Language Models Teli Ma Rong Li Junwei Liang CoGe 24 2 0 21 Aug 2023
Towards Instance-adaptive Inference for Federated Learning Chunhui Feng Kai Yu Nian Liu Xinxing Xu Salman Khan W. Zuo FedML 23 11 0 11 Aug 2023
AI-GOMS: Large AI-Driven Global Ocean Modeling System Wei Xiong Yanfei Xiang Hao Wu Shuyi Zhou Yuze Sun Muyuan Ma Xiaomeng Huang AI4Cl AI4CE 24 18 0 06 Aug 2023
Exploring Part-Informed Visual-Language Learning for Person Re-Identification Y. Lin Cong Liu Yehansen Chen Jinshui Hu Bing Yin Baocai Yin Zengfu Wang 60 7 0 04 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 34 41 0 01 Aug 2023
Bridging the Gap: Exploring the Capabilities of Bridge-Architectures for Complex Visual Reasoning Tasks Kousik Rajesh Mrigank Raman M. A. Karim Pranit Chawla VLM 23 2 0 31 Jul 2023
Improving Social Media Popularity Prediction with Multiple Post Dependencies Zhizhen Zhang Xiao-Zhu Xie Meng Yang Ye Tian Yong-jia Jiang Yong Cui 21 5 0 28 Jul 2023
BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering Khiem Vinh Tran Kiet Van Nguyen N. Nguyen ViT 23 2 0 28 Jul 2023
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models Xin Li Sima Behpour T. Doan Wenbin He Liangke Gou Liu Ren VLM 21 3 0 20 Jul 2023
All in One: Exploring Unified Vision-Language Tracking with Multi-Modal Alignment Chunhui Zhang Xin Sun Li Liu Yiqian Yang Qiong Liu Xiaoping Zhou Yanfeng Wang 38 15 0 07 Jul 2023
HAAV: Hierarchical Aggregation of Augmented Views for Image Captioning Chia-Wen Kuo Z. Kira 25 21 0 25 May 2023
Multi-Modal Mutual Attention and Iterative Interaction for Referring Image Segmentation Chang Liu Henghui Ding Yulun Zhang Xudong Jiang 19 47 0 24 May 2023
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities Peng Wang Shijie Wang Junyang Lin Shuai Bai Xiaohuan Zhou Jingren Zhou Xinggang Wang Chang Zhou VLM MLLM ObjD 16 114 0 18 May 2023
ProgSG: Cross-Modality Representation Learning for Programs in Electronic Design Automation Yunsheng Bai Atefeh Sohrabizadeh Zongyue Qin Ziniu Hu Yizhou Sun Jason Cong 18 1 0 18 May 2023
ULIP-2: Towards Scalable Multimodal Pre-training for 3D Understanding Le Xue Ning Yu Shu Zhen Zhang Artemis Panagopoulou Junnan Li ... Jiajun Wu Caiming Xiong Ran Xu Juan Carlos Niebles Silvio Savarese 19 115 0 14 May 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 45 64 0 10 May 2023
Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation Chaoya Jiang Wei Ye Haiyang Xu Miang yan Shikun Zhang Jie Zhang Fei Huang VLM 19 15 0 08 May 2023
CoVLR: Coordinating Cross-Modal Consistency and Intra-Modal Structure for Vision-Language Retrieval Yang Yang Zhongtian Fu Xiangyu Wu Wenjie Li VLM 13 1 0 15 Apr 2023
Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent Transportation Yifeng Shi Feng Lv Xinliang Wang Chunlong Xia Shaojie Li Shu-Zhen Yang Teng Xi Gang Zhang VLM 35 13 0 12 Apr 2023