Multi-Scale Self-Contrastive Learning with Hard Negative Mining for Weakly-Supervised Query-based Video Grounding

8 March 2022

Shentong Mo

Papers citing "Multi-Scale Self-Contrastive Learning with Hard Negative Mining for Weakly-Supervised Query-based Video Grounding"

36 / 36 papers shown

Title
Exploring Optical-Flow-Guided Motion and Detection-Based Appearance for Temporal Sentence Grounding Daizong Liu Xiang Fang Wei Hu Pan Zhou 68 37 0 06 Mar 2022
Unsupervised Temporal Video Grounding with Deep Semantic Clustering Daizong Liu Xiaoye Qu Yinzhen Wang Xing Di Kai Zou Yu Cheng Zichuan Xu Pan Zhou 73 51 0 14 Jan 2022
Exploring Motion and Appearance Information for Temporal Sentence Grounding Daizong Liu Xiaoye Qu Pan Zhou Yang Liu 57 42 0 03 Jan 2022
Memory-Guided Semantic Learning Network for Temporal Sentence Grounding Daizong Liu Xiaoye Qu Xing Di Yu Cheng Zichuan Xu Pan Zhou 89 60 0 03 Jan 2022
Progressively Guide to Attend: An Iterative Alignment Framework for Temporal Sentence Grounding Daizong Liu Xiaoye Qu Pan Zhou 62 46 0 14 Sep 2021
Adaptive Proposal Generation Network for Temporal Sentence Localization in Videos Daizong Liu Xiaoye Qu Jianfeng Dong Pan Zhou 66 55 0 14 Sep 2021
Interventional Video Grounding with Dual Contrastive Learning Guoshun Nan Rui Qiao Yao Xiao Jun Liu Sicong Leng H. Zhang Wei Lu 83 145 0 21 Jun 2021
Video Corpus Moment Retrieval with Contrastive Learning Hao Zhang Aixin Sun Wei Jing Guoshun Nan Liangli Zhen Qiufeng Wang Rick Siow Mong Goh 106 86 0 13 May 2021
Context-aware Biaffine Localizing Network for Temporal Sentence Grounding Daizong Liu Xiaoye Qu Jianfeng Dong Pan Zhou Yu Cheng Wei Wei Zichuan Xu Yulai Xie 60 145 0 22 Mar 2021
Reinforcement Learning for Weakly Supervised Temporal Grounding of Natural Language in Untrimmed Videos Jie Wu Guanbin Li Xiaoguang Han Liang Lin OffRL AI4TS 72 56 0 18 Sep 2020
VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval Minuk Ma Sunjae Yoon Junyeong Kim Youngjoon Lee Sunghun Kang Chang D. Yoo 82 78 0 24 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 66 129 0 04 Aug 2020
Span-based Localizing Network for Natural Language Video Localization Hao Zhang Aixin Sun Wei Jing Qiufeng Wang 87 315 0 29 Apr 2020
Local-Global Video-Text Interactions for Temporal Grounding Jonghwan Mun Minsu Cho Bohyung Han 78 269 0 16 Apr 2020
Dense Regression Network for Video Grounding Runhao Zeng Haoming Xu Wenbing Huang Peihao Chen Mingkui Tan Chuang Gan 79 283 0 07 Apr 2020
VIOLIN: A Large-Scale Dataset for Video-and-Language Inference J. Liu Wenhu Chen Yu Cheng Zhe Gan Licheng Yu Yiming Yang Jingjing Liu MLLM VGen 76 70 0 25 Mar 2020
Weakly-Supervised Multi-Level Attentional Reconstruction Network for Grounding Textual Queries in Videos Yijun Song Jingwen Wang Lin Ma Zhou Yu Jun Yu 58 61 0 16 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 372 18,778 0 13 Feb 2020
Look Closer to Ground Better: Weakly-Supervised Temporal Grounding of Sentence in Video Zhenfang Chen Lin Ma Wenhan Luo Peng Tang Kwan-Yee K. Wong 44 68 0 25 Jan 2020
Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language Songyang Zhang Houwen Peng Jianlong Fu Jiebo Luo 75 470 0 08 Dec 2019
Weakly-Supervised Video Moment Retrieval via Semantic Completion Network Zhijie Lin Zhou Zhao Zhu Zhang Qi. Wang Huasheng Liu 64 149 0 19 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 207 12,085 0 13 Nov 2019
Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos Yitian Yuan Lin Ma Jingwen Wang Wei Liu Wenwu Zhu 82 244 0 31 Oct 2019
LoGAN: Latent Graph Co-Attention Network for Weakly-Supervised Video Moment Retrieval Reuben Tan Huijuan Xu Kate Saenko Bryan A. Plummer 62 67 0 27 Sep 2019
Temporally Grounding Language Queries in Videos by Contextual Boundary-aware Prediction Jingwen Wang Lin Ma Wenhao Jiang 76 182 0 11 Sep 2019
WSLLN: Weakly Supervised Natural Language Localization Networks M. Gao L. Davis R. Socher Caiming Xiong 52 80 0 31 Aug 2019
Cross-Modal Interaction Networks for Query-Based Moment Retrieval in Videos Zhu Zhang Zhijie Lin Zhou Zhao Zhenxin Xiao 51 213 0 06 Jun 2019
Weakly Supervised Video Moment Retrieval From Text Queries Niluthpol Chowdhury Mithun S. Paul Amit K. Roy-Chowdhury 120 194 0 05 Apr 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 68 306 0 30 Nov 2018
Localizing Moments in Video with Temporal Language Lisa Anne Hendricks Oliver Wang Eli Shechtman Josef Sivic Trevor Darrell Bryan C. Russell 82 159 0 05 Sep 2018
Recurrent Fusion Network for Image Captioning Wenhao Jiang Lin Ma Yu-Gang Jiang Wen Liu Tong Zhang ObjD 59 235 0 26 Jul 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 719 132,199 0 12 Jun 2017
TALL: Temporal Activity Localization via Language Query J. Gao Chen Sun Zhenheng Yang Ram Nevatia 123 820 0 05 May 2017
Dense-Captioning Events in Videos Ranjay Krishna Kenji Hata F. Ren Li Fei-Fei Juan Carlos Niebles 139 1,248 0 02 May 2017
Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding Gunnar Sigurdsson Gül Varol Xinyu Wang Ali Farhadi Ivan Laptev Abhinav Gupta VGen 106 1,245 0 06 Apr 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,260 0 22 Dec 2014