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The temporal answering grounding in the video (TAGV) is a new task naturally derived from temporal sentence grounding in the video (TSGV).
Convolutional neural networks for sentence classification
Yoon Kim · 2014
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Dropout: a simple way to prevent neural networks from overfitting
Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky, Ilya Sutskever, and Ruslan Salakhutdinov · 2014
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Neural machine translation by jointly learning to align and translate
Dzmitry Bahdanau, Kyunghyun Cho, and Yoshua Bengio · 2015
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Squad: 100,000+ questions for machine comprehension of text
Pranav Rajpurkar, Jian Zhang, Konstantin Lopyrev, and Percy Liang · 2016
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Bidirectional attention flow for machine comprehension
Minjoon Seo, Aniruddha Kembhavi, Ali Farhadi, and Hannaneh Hajishirzi · 2016
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Localizing moments in video with natural language
Lisa Anne Hendricks, Oliver Wang, Eli Shechtman, Josef Sivic, Trevor Darrell, and Bryan Russell · 2017
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Tall: Temporal activity localization via language query
Jiyang Gao, Chen Sun, Zhenheng Yang, and Ram Nevatia · 2017
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Joao Carreira and Andrew Zisserman · 2017
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Localizing moments in video with natural language
Lisa Anne Hendricks, Oliver Wang, Eli Shechtman, Josef Sivic, Trevor Darrell, and Bryan Russell · 2017
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Tall: Temporal activity localization via language query
Jiyang Gao, Chen Sun, Zhenheng Yang, and Ram Nevatia · 2017
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Gated self-matching networks for reading comprehension and question answering
Wenhui Wang, Nan Yang, Furu Wei, Baobao Chang, and Ming Zhou · 2017
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Learning to ask: Neural question generation for reading comprehension
Xinya Du, Junru Shao, and Claire Cardie · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Temporally grounding natural sentence in video
Jingyuan Chen, Xinpeng Chen, Lin Ma, Zequn Jie, and Tat-Seng Chua · 2018
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Tvqa: Localized, compositional video question answering
Jie Lei, Licheng Yu, Mohit Bansal, and Tamara Berg · 2018
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Attentive moment retrieval in videos
Meng Liu, Xiang Wang, Liqiang Nie, Xiangnan He, Baoquan Chen, and Tat-Seng Chua · 2018
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Temporally grounding natural sentence in video
Jingyuan Chen, Xinpeng Chen, Lin Ma, Zequn Jie, and Tat-Seng Chua · 2018
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To find where you talk: Temporal sentence localization in video with attention based location regression
Yitian Yuan, Tao Mei, and Wenwu Zhu · 2018
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Multi-granularity hierarchical attention fusion networks for reading comprehension and question answering
Wei Wang, Ming Yan, and Chen Wu · 2018
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2018
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Mac: Mining activity concepts for language-based temporal localization
Runzhou Ge, Jiyang Gao, Kan Chen, and Ram Nevatia · 2019
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Man: Moment alignment network for natural language moment retrieval via iterative graph adjustment
Da Zhang, Xiyang Dai, Xin Wang, Yuan-Fang Wang, and Larry S Davis · 2019
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova · 2019
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Language models are unsupervised multitask learners
Alec Radford, Jeffrey Wu, Rewon Child, David Luan, Dario Amodei, Ilya Sutskever, et al · 2019
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Pytorch: An imperative style, high-performance deep learning library
Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Kopf, Edward Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, and Soumith Chintala · 2019
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Frame-wise cross-modal matching for video moment retrieval
Haoyu Tang, Jihua Zhu, Meng Liu, Zan Gao, and Zhiyong Cheng · 2021
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Pengfei Liu, Weizhe Yuan, Jinlan Fu, Zhengbao Jiang, Hiroaki Hayashi, and Graham Neubig · 2021
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Prompt programming for large language models: Beyond the few-shot paradigm
Laria Reynolds and Kyle McDonell · 2021
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Why do pretrained language models help in downstream tasks? an analysis of head and prompt tuning
Colin Wei, Sang Michael Xie, and Tengyu Ma · 2021
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The power of scale for parameter-efficient prompt tuning
Brian Lester, Rami Al-Rfou, and Noah Constant · 2021
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A survey of temporal activity localization via language in untrimmed videos
Yulan Yang, Zhaohui Li, and Gangyan Zeng · 2020
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Span-based localizing network for natural language video localization
Hao Zhang, Aixin Sun, Wei Jing, and Joey Tianyi Zhou · 2020
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Proposal-free temporal moment localization of a natural-language query in video using guided attention
Cristian Rodríguez-Opazo, Edison Marrese-Taylor, Fatemeh Sadat Saleh, Hongdong Li, and Stephen Gould · 2020
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A survey of temporal activity localization via language in untrimmed videos
Y. Yang, Z. Li, and G. Zeng · 2020
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Jointly cross-and self-modal graph attention network for query-based moment localization
Daizong Liu, Xiaoye Qu, Xiao-Yang Liu, Jianfeng Dong, Pan Zhou, and Zichuan Xu · 2020
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Span-based localizing network for natural language video localization
Hao Zhang, Aixin Sun, Wei Jing, and Joey Tianyi Zhou · 2020
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Fine-grained iterative attention network for temporal language localization in videos
Xiaoye Qu, Pengwei Tang, Zhikang Zou, Yu Cheng, Jianfeng Dong, Pan Zhou, and Zichuan Xu · 2020
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Yuan Yao, Ao Zhang, Zhengyan Zhang, Zhiyuan Liu, Tat-Seng Chua, and Maosong Sun · 2021
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Denseclip: Language-guided dense prediction with context-aware prompting
Yongming Rao, Wenliang Zhao, Guangyi Chen, Yansong Tang, Zheng Zhu, Guan Huang, Jie Zhou, and Jiwen Lu · 2021
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Learning to prompt for vision-language models
Kaiyang Zhou, Jingkang Yang, Chen Change Loy, and Ziwei Liu · 2021
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End-to-end audio-visual speech recognition with conformers
Pingchuan Ma, Stavros Petridis, and Maja Pantic · 2021
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Debertav3: Improving deberta using electra-style pre-training with gradient-disentangled embedding sharing, 2021
Pengcheng He, Jianfeng Gao, and Weizhu Chen · 2021
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Vinvl: Revisiting visual representations in vision-language models
Pengchuan Zhang, Xiujun Li, Xiaowei Hu, Jianwei Yang, Lei Zhang, Lijuan Wang, Yejin Choi, and Jianfeng Gao · 2021
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Natural language video localization: A revisit in span-based question answering framework
Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, and Rick Siow Mong Goh · 2021
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Relation-aware video reading comprehension for temporal language grounding
Jialin Gao, Xin Sun, Mengmeng Xu, Xi Zhou, and Bernard Ghanem · 2021
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Hierarchical modeling for task recognition and action segmentation in weakly-labeled instructional videos
Reza Ghoddoosian, Saif Sayed, and Vassilis Athitsos · 2022
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Overview of the MedVidQA 2022 Shared Task on Medical Video Question Answering
Deepak Gupta and Dina Demner-Fushman · 2022
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A Dataset for Medical Instructional Video Classification and Question Answering
Deepak Gupta, Kush Attal, and Dina Demner-Fushman · 2022
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The elements of temporal sentence grounding in videos: A survey and future directions
Hao Zhang, Aixin Sun, Wei Jing, and Joey Tianyi Zhou · 2022
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Transformers in computational visual media: A survey
Yifan Xu, Huapeng Wei, Minxuan Lin, Yingying Deng, Kekai Sheng, Mengdan Zhang, Fan Tang, Weiming Dong, Feiyue Huang, and Changsheng Xu · 2022
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Things not written in text: Exploring spatial commonsense from visual signals
Xiao Liu, Da Yin, Yansong Feng, and Dongyan Zhao · 2022
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Conditional prompt learning for vision-language models
Kaiyang Zhou, Jingkang Yang, Chen Change Loy, and Ziwei Liu · 2022
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