Creativity: Generating Diverse Questions using Variational Autoencoders

11 April 2017

Papers citing "Creativity: Generating Diverse Questions using Variational Autoencoders"

50 / 81 papers shown

Title
When Big Models Train Small Ones: Label-Free Model Parity Alignment for Efficient Visual Question Answering using Small VLMs A. S. Penamakuri Navlika Singh Piyush Arora Anand Mishra VLM 51 1 0 20 Sep 2025
"There Is No Such Thing as a Dumb Question," But There Are Good Ones Minjung Shin Donghyun Kim Jeh-Kwang Ryu ELM 129 0 0 15 May 2025
Variational Prefix Tuning for Diverse and Accurate Code Summarization Using Pre-trained Language ModelsJournal of Systems and Software (JSS), 2025 Junda Zhao Yuliang Song Eldan Cohen 174 0 0 14 May 2025
Group-based Distinctive Image Captioning with Memory Difference Encoding and AttentionInternational Journal of Computer Vision (IJCV), 2024 Jiuniu Wang Wenjia Xu Qingzhong Wang Antoni B. Chan 231 0 0 03 Apr 2025
ECIS-VQG: Generation of Entity-centric Information-seeking Questions from VideosConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Arpan Phukan Manish Gupta Asif Ekbal VGen 129 0 0 13 Oct 2024
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-reference Kai Shen Lingfei Wu Siliang Tang Fangli Xu Bo Long Yueting Zhuang Jian Pei 117 0 0 06 Jul 2024
CAUS: A Dataset for Question Generation based on Human Cognition Leveraging Large Language Models Minjung Shin Donghyun Kim Jeh-Kwang Ryu LRM 83 2 0 18 Apr 2024
ConVQG: Contrastive Visual Question Generation with Multimodal Guidance Li Mi Syrielle Montariol J. Castillo-Navarro Xianjie Dai Antoine Bosselut D. Tuia 99 7 0 20 Feb 2024
Generative AI for O-RAN Slicing: A Semi-Supervised Approach with VAE and Contrastive Learning Salar Nouri Naghadeh Mojdeh Karbalaee Motalleb V. Shah-Mansouri Seyed Pooya Shariatpanahi 188 3 0 16 Jan 2024
From Text to Multimodal: A Comprehensive Survey of Adversarial Example Generation in Question Answering Systems Gulsum Yigit M. Amasyalı AAML 121 7 0 26 Dec 2023
Set Prediction Guided by Semantic Concepts for Diverse Video Captioning Yifan Lu Ziqi Zhang Chunfen Yuan Peng Li Yan Wang Bing Li Weiming Hu 100 5 0 25 Dec 2023
Visual Question Generation in Bengali Mahmud Hasan Labiba Islam J. Ruma T. Mayeesha Rashedur Rahman 141 1 0 12 Oct 2023
ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions Deyao Zhu Jun Chen Kilichbek Haydarov Xiaoqian Shen Wenxuan Zhang Mohamed Elhoseiny MLLM 144 121 0 12 Mar 2023
Look, Read and Ask: Learning to Ask Questions by Reading Text in ImagesIEEE International Conference on Document Analysis and Recognition (ICDAR), 2022 Soumya Jahagirdar Shankar Gangisetty Anand Mishra 128 5 0 23 Nov 2022
CLUTR: Curriculum Learning via Unsupervised Task Representation LearningInternational Conference on Machine Learning (ICML), 2022 Abdus Salam Azad Izzeddin Gur Jasper Emhoff Nathaniel Alexis Aleksandra Faust Pieter Abbeel Ion Stoica SSL 190 17 0 19 Oct 2022
The Dialog Must Go On: Improving Visual Dialog via Generative Self-TrainingComputer Vision and Pattern Recognition (CVPR), 2022 Gi-Cheon Kang Sungdong Kim Jin-Hwa Kim Donghyun Kwak Byoung-Tak Zhang 147 14 0 25 May 2022
K-VQG: Knowledge-aware Visual Question Generation for Common-sense AcquisitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Kohei Uehara Tatsuya Harada 124 13 0 15 Mar 2022
Guiding Visual Question Generation Nihir Vedd Zixu Wang Marek Rei Yishu Miao Lucia Specia 216 25 0 15 Oct 2021
MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants Alkesh Patel Joel Ruben Antony Moniz R. Nguyen Nicholas Tzou Hadas Kotek Vincent Renkens VGen 82 1 0 13 Oct 2021
Group-based Distinctive Image Captioning with Memory Attention Jiuniu Wang Wenjia Xu Qingzhong Wang Antoni B. Chan 140 19 0 20 Aug 2021
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule ReasoningNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Swarnadeep Saha Prateek Yadav Joey Tianyi Zhou ReLM LRM 122 26 0 02 Jun 2021
Cross-Modal Generative Augmentation for Visual Question AnsweringBritish Machine Vision Conference (BMVC), 2021 Zixu Wang Yishu Miao Lucia Specia 136 11 0 11 May 2021
Diverse and Specific Clarification Question Generation with KeywordsThe Web Conference (WWW), 2021 Zhiling Zhang Kenny Q. Zhu 208 29 0 21 Apr 2021
Generating Natural Questions from Images for Multimodal AssistantsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Alkesh Patel Sudarshan Ramanujam Hadas Kotek Christopher Klein Jason D. Williams VGen 126 9 0 17 Nov 2020
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional EntropiesNeural Information Processing Systems (NeurIPS), 2020 Itai Gat Idan Schwartz Alex Schwing Tamir Hazan 154 98 0 21 Oct 2020
Multimodal Research in Vision and Language: A Review of Current and Emerging Trends Shagun Uppal Sarthak Bhagat Devamanyu Hazarika Navonil Majumdar Soujanya Poria Roger Zimmermann Amir Zadeh 189 6 0 19 Oct 2020
Reformulating Unsupervised Style Transfer as Paraphrase Generation Kalpesh Krishna John Wieting Mohit Iyyer 151 260 0 12 Oct 2020
Target Conditioning for One-to-Many GenerationFindings (Findings), 2020 Marie-Anne Lachaux Armand Joulin Guillaume Lample 108 13 0 21 Sep 2020
A Dataset and Baselines for Visual Question Answering on Art Noa Garcia Chentao Ye Zihua Liu Qingtao Hu Mayu Otani Chenhui Chu Yuta Nakashima Teruko Mitamura CoGe 105 64 0 28 Aug 2020
Evaluating for Diversity in Question Generation over Text Michael Schlichtkrull Weiwei Cheng 79 5 0 17 Aug 2020
Semantic Equivalent Adversarial Data Augmentation for Visual Question AnsweringEuropean Conference on Computer Vision (ECCV), 2020 Ruixue Tang Chao Ma W. Zhang Qi Wu Xiaokang Yang OOD 84 52 0 19 Jul 2020
A Cordial Sync: Going Beyond Marginal Policies for Multi-Agent Embodied TasksEuropean Conference on Computer Vision (ECCV), 2020 Unnat Jain Luca Weihs Eric Kolve Ali Farhadi Svetlana Lazebnik Aniruddha Kembhavi Alex Schwing 146 61 0 09 Jul 2020
Diverse and Styled Image Captioning Using SVD-Based Mixture of Recurrent Experts Marzi Heidari M. Ghatee A. Nickabadi Arash Pourhasan Nezhad DiffM MoE 100 1 0 07 Jul 2020
C3VQG: Category Consistent Cyclic Visual Question Generation Shagun Uppal Anish Madan Sarthak Bhagat Yi Yu R. Shah 103 20 0 15 May 2020
Analysis of diversity-accuracy tradeoff in image captioning Ruotian Luo Gregory Shakhnarovich 93 15 0 27 Feb 2020
What BERT Sees: Cross-Modal Transfer for Visual Question Generation Thomas Scialom Patrick Bordes Paul-Alexis Dray Jacopo Staiano Patrick Gallinari 81 6 0 25 Feb 2020
Deep Bayesian Network for Visual Question GenerationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Badri N. Patro V. Kurmi Sandeep Kumar Vinay P. Namboodiri BDL 84 18 0 23 Jan 2020
Robust Explanations for Visual Question AnsweringIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Badri N. Patro Shivansh Pate Vinay P. Namboodiri OOD AAML 111 21 0 23 Jan 2020
Deep Exemplar Networks for VQA and VQG Badri N. Patro Vinay P. Namboodiri 74 4 0 19 Dec 2019
Easy-to-Hard: Leveraging Simple Questions for Complex Question Generation Jie Zhao Xiang Deng Huan Sun 166 3 0 05 Dec 2019
Label Dependent Deep Variational Paraphrase Generation Siamak Shakeri A. Sethy BDL DRL 61 6 0 27 Nov 2019
Generating Diverse Translation by Manipulating Multi-Head AttentionAAAI Conference on Artificial Intelligence (AAAI), 2019 Zewei Sun Shujian Huang Hao-Ran Wei Xinyu Dai Jiajun Chen 113 36 0 21 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and ApplicationsIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2019 Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 183 388 0 10 Nov 2019
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines Jingxiang Lin Unnat Jain Alex Schwing LRM ReLM 196 10 0 31 Oct 2019
Heterogeneous Graph Learning for Visual Commonsense ReasoningNeural Information Processing Systems (NeurIPS), 2019 Weijiang Yu Jingwen Zhou Weihao Yu Xiaodan Liang Nong Xiao LRM 95 50 0 25 Oct 2019
Dynamic Attention Networks for Task Oriented Grounding S. Dasgupta Badri N. Patro Vinay P. Namboodiri 118 1 0 14 Oct 2019
Inverse Visual Question Answering with Multi-Level AttentionsAsian Conference on Machine Learning (ACML), 2019 Yaser Alwatter Yuhong Guo BDL 99 1 0 17 Sep 2019
Addressing Semantic Drift in Question Generation for Semi-Supervised Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Shiyue Zhang Joey Tianyi Zhou 122 142 0 13 Sep 2019
Probabilistic framework for solving Visual DialogPattern Recognition (Pattern Recognit.), 2019 Badri N. Patro Anupriy Vinay P. Namboodiri BDL 209 13 0 11 Sep 2019
Let's Ask Again: Refine Network for Automatic Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2019 Preksha Nema Akash Kumar Mohankumar Mitesh M. Khapra Balaji Vasan Srinivasan Balaraman Ravindran 103 53 0 31 Aug 2019