v1v2v3 (latest)

Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

2 December 2016

Devi Parikh

Papers citing "Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering"

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Title
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent Ziniu Hu Ahmet Iscen Chen Sun Kai-Wei Chang Yizhou Sun David A. Ross Cordelia Schmid Alireza Fathi 90 11 0 13 Jun 2023
Image Captioners Are Scalable Vision Learners Too Michael Tschannen Manoj Kumar Andreas Steiner Xiaohua Zhai N. Houlsby Lucas Beyer VLM CLIP 116 60 0 13 Jun 2023
Zero-shot Composed Text-Image Retrieval Yikun Liu Jiangchao Yao Ya Zhang Yanfeng Wang Weidi Xie 83 25 0 12 Jun 2023
Retrieval-Enhanced Contrastive Vision-Text Models Ahmet Iscen Mathilde Caron Alireza Fathi Cordelia Schmid CLIP VLM 111 28 0 12 Jun 2023
Global and Local Semantic Completion Learning for Vision-Language Pre-training Rong-Cheng Tu Yatai Ji Jie Jiang Weijie Kong Chengfei Cai Wenzhe Zhao Hongfa Wang Yujiu Yang Wei Liu VLM 100 4 0 12 Jun 2023
Sticker820K: Empowering Interactive Retrieval with Stickers Sijie Zhao Yixiao Ge Zhongang Qi Lin Song Xiaohan Ding Zehua Xie Ying Shan 62 8 0 12 Jun 2023
Weakly Supervised Visual Question Answer Generation Charani Alampalle Shamanthak Hegde Soumya Jahagirdar Shankar Gangisetty 87 0 0 11 Jun 2023
Multimodal Explainable Artificial Intelligence: A Comprehensive Review of Methodological Advances and Future Research Directions N. Rodis Christos Sardianos Panagiotis I. Radoglou-Grammatikis Panagiotis G. Sarigiannidis Iraklis Varlamis Georgios Th. Papadopoulos 111 24 0 09 Jun 2023
MIMIC-IT: Multi-Modal In-Context Instruction Tuning Yue Liu Yuanhan Zhang Liangyu Chen Jinghao Wang Fanyi Pu Jingkang Yang Cuiping Li Ziwei Liu MLLM VLM 110 240 0 08 Jun 2023
Modular Visual Question Answering via Code Generation Sanjay Subramanian Medhini Narasimhan Kushal Khangaonkar Kevin Kaichuang Yang Arsha Nagrani Cordelia Schmid Andy Zeng Trevor Darrell Dan Klein 77 51 0 08 Jun 2023
M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models Wenxuan Zhang Sharifah Mahani Aljunied Chang Gao Yew Ken Chia Lidong Bing ELM 136 87 0 08 Jun 2023
Multimodal Learning Without Labeled Multimodal Data: Guarantees and Applications Paul Pu Liang Chun Kai Ling Yun Cheng A. Obolenskiy Yudong Liu Rohan Pandey Alex Wilf Louis-Philippe Morency Ruslan Salakhutdinov OffRL 83 12 0 07 Jun 2023
Rewarded soups: towards Pareto-optimal alignment by interpolating weights fine-tuned on diverse rewards Alexandre Ramé Guillaume Couairon Mustafa Shukor Corentin Dancette Jean-Baptiste Gaya Laure Soulier Matthieu Cord MoMe 123 158 0 07 Jun 2023
M $^3$ IT: A Large-Scale Dataset towards Multi-Modal Multilingual Instruction Tuning Lei Li Yuwei Yin Shicheng Li Liang Chen Peiyi Wang ... Yazheng Yang Jingjing Xu Xu Sun Lingpeng Kong Qi Liu MLLM VLM 113 120 0 07 Jun 2023
Multimodal Fusion Interactions: A Study of Human and Automatic Quantification Paul Pu Liang Yun Cheng Ruslan Salakhutdinov Louis-Philippe Morency 73 8 0 07 Jun 2023
Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! Zaid Khan B. Vijaykumar S. Schulter Xiang Yu Y. Fu Manmohan Chandraker VLM MLLM 98 18 0 06 Jun 2023
Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning Mattia Atzeni Mrinmaya Sachan Andreas Loukas LRM 68 3 0 05 Jun 2023
Multi-CLIP: Contrastive Vision-Language Pre-training for Question Answering tasks in 3D Scenes Alexandros Delitzas Maria Parelli Nikolas Hars G. Vlassis Sotiris Anagnostidis Gregor Bachmann Thomas Hofmann CLIP 55 22 0 04 Jun 2023
Benchmarking Robustness of Adaptation Methods on Pre-trained Vision-Language Models Shuo Chen Jindong Gu Zhen Han Yunpu Ma Philip Torr Volker Tresp VPVLM VLM 127 21 0 03 Jun 2023
Revisiting the Role of Language Priors in Vision-Language Models Zhiqiu Lin Xinyue Chen Deepak Pathak Pengchuan Zhang Deva Ramanan VLM 169 27 0 02 Jun 2023
Evaluating the Capabilities of Multi-modal Reasoning Models with Synthetic Task Data Nathan Vaska Victoria Helus LRM 30 1 0 01 Jun 2023
AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration Ji Lin Jiaming Tang Haotian Tang Shang Yang Wei-Ming Chen Wei-Chen Wang Guangxuan Xiao Xingyu Dang Chuang Gan Song Han EDL MQ 296 589 0 01 Jun 2023
Adapting Pre-trained Language Models to Vision-Language Tasks via Dynamic Visual Prompting Shubin Huang Qiong Wu Yiyi Zhou Weijie Chen Rongsheng Zhang Xiaoshuai Sun Rongrong Ji VLM VPVLM LRM 59 0 0 01 Jun 2023
Using Visual Cropping to Enhance Fine-Detail Question Answering of BLIP-Family Models Jiarui Zhang Mahyar Khayatkhoei P. Chhikara Filip Ilievski 65 1 0 31 May 2023
ManagerTower: Aggregating the Insights of Uni-Modal Experts for Vision-Language Representation Learning Xiao Xu Bei Li Chenfei Wu Shao-Yen Tseng Anahita Bhiwandiwalla Shachar Rosenman Vasudev Lal Wanxiang Che Nan Duan AIFin VLM 78 4 0 31 May 2023
Chatting Makes Perfect: Chat-based Image Retrieval Matan Levy Rami Ben-Ari N. Darshan Dani Lischinski 138 16 0 31 May 2023
Fighting Bias with Bias: Promoting Model Robustness by Amplifying Dataset Biases Yuval Reif Roy Schwartz 80 7 0 30 May 2023
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge Xingyu Fu Shenmin Zhang Gukyeong Kwon Pramuditha Perera Henghui Zhu ... Zhiguo Wang Vittorio Castelli Patrick Ng Dan Roth Bing Xiang 90 22 0 30 May 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 164 203 0 29 May 2023
Contextual Object Detection with Multimodal Large Language Models Yuhang Zang Wei Li Jun Han Kaiyang Zhou Chen Change Loy ObjD VLM MLLM 129 88 0 29 May 2023
VAST: A Vision-Audio-Subtitle-Text Omni-Modality Foundation Model and Dataset Sihan Chen Handong Li Qunbo Wang Zijia Zhao Ming-Ting Sun Xinxin Zhu Qingbin Liu 244 112 0 29 May 2023
Large Language Models are not Fair Evaluators Peiyi Wang Lei Li Liang Chen Zefan Cai Dawei Zhu Binghuai Lin Yunbo Cao Qi Liu Tianyu Liu Zhifang Sui ALM 168 575 0 29 May 2023
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa Language Shantipriya Parida Idris Abdulmumin Shamsuddeen Hassan Muhammad Aneesh Bose Guneet Singh Kohli Ibrahim Said Ahmad Ketan Kotwal S. Sarkar Ondrej Bojar Habeebah Adamu Kakudi 95 7 0 28 May 2023
PuMer: Pruning and Merging Tokens for Efficient Vision Language Models Qingqing Cao Bhargavi Paranjape Hannaneh Hajishirzi MLLM VLM 81 27 0 27 May 2023
CrossGET: Cross-Guided Ensemble of Tokens for Accelerating Vision-Language Transformers Dachuan Shi Chaofan Tao Anyi Rao Zhendong Yang Chun Yuan Jiaqi Wang VLM 136 23 0 27 May 2023
Modularized Zero-shot VQA with Pre-trained Models Rui Cao Jing Jiang LRM 93 3 0 27 May 2023
Generating Images with Multimodal Language Models Jing Yu Koh Daniel Fried Ruslan Salakhutdinov MLLM 181 259 0 26 May 2023
Zero-shot Visual Question Answering with Language Model Feedback Yifan Du Junyi Li Tianyi Tang Wayne Xin Zhao Ji-Rong Wen 71 16 0 26 May 2023
HAAV: Hierarchical Aggregation of Augmented Views for Image Captioning Chia-Wen Kuo Z. Kira 87 23 0 25 May 2023
ChatBridge: Bridging Modalities with Large Language Model as a Language Catalyst Zijia Zhao Longteng Guo Tongtian Yue Si-Qing Chen Shuai Shao Xinxin Zhu Zehuan Yuan Jing Liu MLLM 117 61 0 25 May 2023
Weakly Supervised Vision-and-Language Pre-training with Relative Representations Chi Chen Peng Li Maosong Sun Yang Liu 67 2 0 24 May 2023
MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation Marco Bellagente Manuel Brack H. Teufel Felix Friedrich Bjorn Deiseroth ... Koen Oostermeijer Andres Felipe Cruz Salinas P. Schramowski Kristian Kersting Samuel Weinbach 143 20 0 24 May 2023
Visually-Situated Natural Language Understanding with Contrastive Reading Model and Frozen Large Language Models Geewook Kim Hodong Lee D. Kim Haeji Jung S. Park Yoon Kim Sangdoo Yun Taeho Kil Bado Lee Seunghyun Park VLM 111 4 0 24 May 2023
SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models Zekun Wang Jingchang Chen Wangchunshu Zhou Haichao Zhu Jiafeng Liang Liping Shan Ming Liu Dongliang Xu Qing Yang Bing Qin VLM 104 5 0 24 May 2023
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories Heming Xia Qingxiu Dong Lei Li Jingjing Xu Tianyu Liu Ziwei Qin Zhifang Sui MLLM VLM 61 3 0 24 May 2023
Transferring Visual Attributes from Natural Language to Verified Image Generation Rodrigo Valerio João Bordalo Michal Yarom Yonattan Bitton Idan Szpektor João Magalhães 69 5 0 24 May 2023
Measuring Faithful and Plausible Visual Grounding in VQA Daniel Reich F. Putze Tanja Schultz 63 5 0 24 May 2023
The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models Jingyuan Qi Zhiyang Xu Ying Shen Minqian Liu dingnan jin Qifan Wang Lifu Huang ReLM LRM KELM 63 13 0 24 May 2023
An Examination of the Robustness of Reference-Free Image Captioning Evaluation Metrics Saba Ahmadi Aishwarya Agrawal 63 6 0 24 May 2023
Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering Xingyu Fu Ben Zhou Sihao Chen Mark Yatskar Dan Roth LRM 65 0 0 24 May 2023