Natural Language Video Localization: A Revisit in Span-based Question Answering Framework

26 February 2021

Papers citing "Natural Language Video Localization: A Revisit in Span-based Question Answering Framework"

50 / 51 papers shown

Title
Ask2Loc: Learning to Locate Instructional Visual Answers by Asking Questions Chang Zong Bin Li Shoujun Zhou Jian Wan Lei Zhang 373 0 0 22 Apr 2025
Frame-Voyager: Learning to Query Frames for Video Large Language Models Sicheng Yu Chengkai Jin Huanyu Wang Zhenghao Chen Sheng Jin ... Zhenbang Sun Bingni Zhang Jiawei Wu Hao Zhang Qianru Sun 90 6 0 04 Oct 2024
Unified Static and Dynamic Network: Efficient Temporal Filtering for Video Grounding Jingjing Hu Dan Guo Kun Li Zhan Si Xun Yang Xiaojun Chang Meng Wang 86 3 0 21 Mar 2024
Fine-grained Iterative Attention Network for TemporalLanguage Localization in Videos Xiaoye Qu Peng Tang Zhikang Zhou Yu Cheng Jianfeng Dong Pan Zhou 77 92 0 06 Aug 2020
Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization Daizong Liu Xiaoye Qu Xiao-Yang Liu Jianfeng Dong Pan Zhou Zichuan Xu 58 129 0 04 Aug 2020
Learning Modality Interaction for Temporal Sentence Localization and Event Captioning in Videos Shaoxiang Chen Wenhao Jiang Wei Liu Yu-Gang Jiang 57 102 0 28 Jul 2020
Span-based Localizing Network for Natural Language Video Localization Hao Zhang Aixin Sun Wei Jing Qiufeng Wang 81 315 0 29 Apr 2020
Local-Global Video-Text Interactions for Temporal Grounding Jonghwan Mun Minsu Cho Bohyung Han 64 269 0 16 Apr 2020
Dense Regression Network for Video Grounding Runhao Zeng Haoming Xu Wenbing Huang Peihao Chen Mingkui Tan Chuang Gan 68 283 0 07 Apr 2020
Tree-Structured Policy based Progressive Reinforcement Learning for Temporally Language Grounding in Video Jie Wu Guanbin Li Si Liu Liang Lin OffRL 59 104 0 18 Jan 2020
Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language Songyang Zhang Houwen Peng Jianlong Fu Jiebo Luo 69 470 0 08 Dec 2019
Weakly-Supervised Video Moment Retrieval via Semantic Completion Network Zhijie Lin Zhou Zhao Zhu Zhang Qi. Wang Huasheng Liu 49 149 0 19 Nov 2019
Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos Yitian Yuan Lin Ma Jingwen Wang Wei Liu Wenwu Zhu 74 244 0 31 Oct 2019
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 345 939 0 24 Sep 2019
Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction Jingwen Wang Lin Ma Wenhao Jiang 70 182 0 11 Sep 2019
Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering Zhiguo Wang Patrick Ng Xiaofei Ma Ramesh Nallapati Bing Xiang OOD 65 244 0 22 Aug 2019
Proposal-free Temporal Moment Localization of a Natural-Language Query in Video using Guided Attention Cristian Rodriguez-Opazo Edison Marrese-Taylor F. Saleh Hongdong Li Stephen Gould 59 147 0 20 Aug 2019
Exploiting Temporal Relationships in Video Moment Localization with Natural Language Songyang Zhang Jinsong Su Jiebo Luo 45 74 0 11 Aug 2019
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems Hung Le Doyen Sahoo Nancy F. Chen Guosheng Lin 63 111 0 02 Jul 2019
Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos Zhu Zhang Zhijie Lin Zhou Zhao Zhenxin Xiao 45 213 0 06 Jun 2019
ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering Zhou Yu D. Xu Jun-chen Yu Ting Yu Zhou Zhao Yueting Zhuang Dacheng Tao 101 463 0 06 Jun 2019
Are You Looking? Grounding to Multiple Modalities in Vision-and-Language Navigation Ronghang Hu Daniel Fried Anna Rohrbach Dan Klein Trevor Darrell Kate Saenko 63 97 0 02 Jun 2019
TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 71 229 0 25 Apr 2019
Weakly Supervised Video Moment Retrieval From Text Queries Niluthpol Chowdhury Mithun S. Paul Amit K. Roy-Chowdhury 109 194 0 05 Apr 2019
ExCL: Extractive Clip Localization Using Natural Language Descriptions Soham Ghosh Anuva Agarwal Zarana Parekh Alexander G. Hauptmann CLIP 49 152 0 04 Apr 2019
Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos Dongliang He Xiang Zhao Jizhou Huang Fu Li Xiao-Chang Liu Shilei Wen 63 153 0 21 Jan 2019
HAS-QA: Hierarchical Answer Spans Model for Open-domain Question Answering Liang Pang Yanyan Lan Jiafeng Guo Jun Xu Lixin Su Xueqi Cheng 47 37 0 12 Jan 2019
MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment Da Zhang Xiyang Dai Xin Eric Wang Yuan-fang Wang L. Davis 61 305 0 30 Nov 2018
MAC: Mining Activity Concepts for Language-based Temporal Localization Runzhou Ge J. Gao Kan Chen Ram Nevatia 67 179 0 21 Nov 2018
Localizing Moments in Video with Temporal Language Lisa Anne Hendricks Oliver Wang Eli Shechtman Josef Sivic Trevor Darrell Bryan C. Russell 76 159 0 05 Sep 2018
Multi-Passage Machine Reading Comprehension with Cross-Passage Answer Verification Yizhong Wang Kai-Chun Liu Jing Liu W. He Yajuan Lyu Hua Wu Sujian Li Haifeng Wang 52 117 0 06 May 2018
To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression Yitian Yuan Tao Mei Wenwu Zhu 71 333 0 19 Apr 2018
Multilevel Language and Vision Integration for Text-to-Clip Retrieval Huijuan Xu Kun He Bryan A. Plummer Leonid Sigal Stan Sclaroff Kate Saenko CLIP 61 323 0 13 Apr 2018
Motion-Appearance Co-Memory Networks for Video Question Answering J. Gao Runzhou Ge Kan Chen Ram Nevatia 111 241 0 29 Mar 2018
FusionNet: Fusing via Fully-Aware Attention with Application to Machine Comprehension Hsin-Yuan Huang Chenguang Zhu Yelong Shen Weizhu Chen FedML 65 183 0 16 Nov 2017
Simple and Effective Multi-Paragraph Reading Comprehension Christopher Clark Matt Gardner RALM 73 459 0 29 Oct 2017
Localizing Moments in Video with Natural Language Lisa Anne Hendricks Oliver Wang Eli Shechtman Josef Sivic Trevor Darrell Bryan C. Russell 110 946 0 04 Aug 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 682 131,414 0 12 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 223 8,012 0 22 May 2017
Dense-Captioning Events in Videos Ranjay Krishna Kenji Hata F. Ren Li Fei-Fei Juan Carlos Niebles 134 1,242 0 02 May 2017
Dynamic Coattention Networks For Question Answering Caiming Xiong Victor Zhong R. Socher AIMat 79 684 0 05 Nov 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 131 2,090 0 05 Nov 2016
Machine Comprehension Using Match-LSTM and Answer Pointer Shuohang Wang Jing Jiang 73 594 0 29 Aug 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 402 10,481 0 21 Jul 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 266 8,127 0 16 Jun 2016
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding Gunnar Sigurdsson Gül Varol Xinyu Wang Ali Farhadi Ivan Laptev Abhinav Gupta VGen 98 856 0 06 Apr 2016
Learning Natural Language Inference with LSTM Shuohang Wang Jing Jiang 96 446 0 30 Dec 2015
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 118 3,050 0 09 Jun 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.7K 150,006 0 22 Dec 2014