Self-supervised pre-training and contrastive representation learning for
multiple-choice video QA

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Self-supervised pre-training and contrastive representation learning for multiple-choice video QA

17 September 2020

Seohyeong Jeong

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Papers citing "Self-supervised pre-training and contrastive representation learning for multiple-choice video QA"

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Title
End-to-End Video Question Answering with Frame Scoring Mechanisms and Adaptive Sampling Jianxin Liang Xiaojun Meng Yueqian Wang Chang Liu Qun Liu Dongyan Zhao 75 6 0 21 Jul 2024
MoviePuzzle: Visual Narrative Reasoning through Multimodal Order Learning Jianghui Wang Yuxuan Wang Dongyan Zhao Zilong Zheng 87 1 0 04 Jun 2023
Contrastive Video Question Answering via Video Graph Transformer Junbin Xiao Pan Zhou Angela Yao Yicong Li Richang Hong Shuicheng Yan Tat-Seng Chua ViT 101 36 0 27 Feb 2023
Cross-Modal Contrastive Learning for Robust Reasoning in VQA Qinjie Zheng Chaoyue Wang Daqing Liu Dadong Wang Dacheng Tao LRM 56 0 0 21 Nov 2022
Dense but Efficient VideoQA for Intricate Compositional Reasoning Jihyeon Janel Lee Wooyoung Kang Eun-Sol Kim CoGe 44 4 0 19 Oct 2022
An Empirical Study of End-to-End Video-Language Transformers with Masked Visual Modeling Tsu-Jui Fu Linjie Li Zhe Gan Kevin Qinghong Lin William Yang Wang Lijuan Wang Zicheng Liu VLM 130 65 0 04 Sep 2022
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid 149 239 0 16 Jun 2022
Beyond Just Vision: A Review on Self-Supervised Representation Learning on Multimodal and Temporal Data Shohreh Deldari Hao Xue Aaqib Saeed Jiayuan He Daniel V. Smith Flora D. Salim AI4TS 65 37 0 06 Jun 2022
Learning to Answer Visual Questions from Web Videos Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid ViT 89 35 0 10 May 2022
Video Question Answering: Datasets, Algorithms and Challenges Yaoyao Zhong Junbin Xiao Wei Ji Yicong Li Wei Deng Tat-Seng Chua 124 92 0 02 Mar 2022
MERLOT Reserve: Neural Script Knowledge through Vision and Language and Sound Rowan Zellers Jiasen Lu Ximing Lu Youngjae Yu Yanpeng Zhao Mohammadreza Salehi Aditya Kusupati Jack Hessel Ali Farhadi Yejin Choi 109 215 0 07 Jan 2022
VIOLET : End-to-End Video-Language Transformers with Masked Visual-token Modeling Tsu-Jui Fu Linjie Li Zhe Gan Kevin Qinghong Lin Wenjie Wang Lijuan Wang Zicheng Liu VLM 140 221 0 24 Nov 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering Chenyu You Nuo Chen Yuexian Zou SSL 102 64 0 08 Sep 2021
MERLOT: Multimodal Neural Script Knowledge Models Rowan Zellers Ximing Lu Jack Hessel Youngjae Yu J. S. Park Jize Cao Ali Farhadi Yejin Choi VLM LRM 104 383 0 04 Jun 2021
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks Hung Le Nancy F. Chen Guosheng Lin MLLM 83 19 0 16 Apr 2021