Embracing Consistency: A One-Stage Approach for Spatio-Temporal Video Grounding

27 September 2022

Papers citing "Embracing Consistency: A One-Stage Approach for Spatio-Temporal Video Grounding"

44 / 44 papers shown

Title
AdaMixer: A Fast-Converging Query-Based Object Detector Ziteng Gao Limin Wang Bing Han Sheng Guo ObjD 79 109 0 30 Mar 2022
TubeDETR: Spatio-Temporal Video Grounding with Transformers Antoine Yang Antoine Miech Josef Sivic Ivan Laptev Cordelia Schmid ViT 65 95 0 30 Mar 2022
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Shilong Liu Feng Li Hao Zhang Xiaohu Yang Xianbiao Qi Hang Su Jun Zhu Lei Zhang ViT 280 755 0 28 Jan 2022
Anchor DETR: Query Design for Transformer-Based Object Detection Yingming Wang Xinming Zhang Tong Yang Jian Sun ViT 42 54 0 15 Sep 2021
Conditional DETR for Fast Training Convergence Depu Meng Xiaokang Chen Zejia Fan Gang Zeng Houqiang Li Yuhui Yuan Lei-huan Sun Jingdong Wang ViT 71 619 0 13 Aug 2021
MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Aishwarya Kamath Mannat Singh Yann LeCun Gabriel Synnaeve Ishan Misra Nicolas Carion ObjD VLM 167 881 0 26 Apr 2021
Toward Transformer-Based Object Detection Josh Beal Eric Kim Eric Tzeng Dong Huk Park Andrew Zhai Dmitry Kislyuk ViT 86 215 0 17 Dec 2020
End-to-End Object Detection with Adaptive Clustering Transformer Minghang Zheng Peng Gao Renrui Zhang Kunchang Li Xiaogang Wang Hongsheng Li Hao Dong ViT 143 199 0 18 Nov 2020
ActBERT: Learning Global-Local Video-Text Representations Linchao Zhu Yi Yang ViT 115 421 0 14 Nov 2020
Human-centric Spatio-Temporal Video Grounding With Visual Transformers Zongheng Tang Yue Liao Si Liu Guanbin Li Xiaojie Jin Hongxu Jiang Qian Yu Dong Xu 39 97 0 10 Nov 2020
COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning Simon Ging Mohammadreza Zolfaghari Hamed Pirsiavash Thomas Brox ViT CLIP 68 172 0 01 Nov 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 213 5,073 0 08 Oct 2020
Object-Aware Multi-Branch Relation Networks for Spatio-Temporal Video Grounding Zhu Zhang Zhou Zhao Zhijie Lin Baoxing Huai Jing Yuan 61 35 0 16 Aug 2020
Multi-modal Transformer for Video Retrieval Valentin Gabeur Chen Sun Alahari Karteek Cordelia Schmid ViT 523 608 0 21 Jul 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 379 13,025 0 26 May 2020
HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training Linjie Li Yen-Chun Chen Yu Cheng Zhe Gan Licheng Yu Jingjing Liu MLLM VLM OffRL AI4TS 106 503 0 01 May 2020
Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation Gen Luo Yiyi Zhou Xiaoshuai Sun Liujuan Cao Chenglin Wu Cheng Deng Rongrong Ji ObjD 236 291 0 19 Mar 2020
Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences Zhu Zhang Zhou Zhao Yang Zhao Qi. Wang Huasheng Liu Lianli Gao 62 115 0 19 Jan 2020
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
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 151 1,663 0 22 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 235 2,477 0 20 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
A Fast and Accurate One-Stage Approach to Visual Grounding Zhengyuan Yang Boqing Gong Liwei Wang Wenbing Huang Dong Yu Jiebo Luo ObjD 46 362 0 18 Aug 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 200 902 0 16 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 221 3,678 0 06 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 594 24,431 0 26 Jul 2019
Weakly-Supervised Spatio-Temporally Grounding Natural Sentence in Video Zhenfang Chen Lin Ma Wenhan Luo Kwan-Yee K. Wong 81 103 0 06 Jun 2019
VideoBERT: A Joint Model for Video and Language Representation Learning Chen Sun Austin Myers Carl Vondrick Kevin Patrick Murphy Cordelia Schmid VLM SSL 77 1,246 0 03 Apr 2019
Improving Referring Expression Grounding with Cross-modal Attention-guided Erasing Xihui Liu Zihao Wang Jing Shao Xiaogang Wang Hongsheng Li ObjD 70 182 0 03 Mar 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 145 4,161 0 25 Feb 2019
Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks Peng Wang Qi Wu Jiewei Cao Chunhua Shen Lianli Gao Anton Van Den Hengel ObjD 78 255 0 12 Dec 2018
Learning to Assemble Neural Module Tree Networks for Visual Grounding Daqing Liu Hanwang Zhang Feng Wu Zhengjun Zha 49 269 0 08 Dec 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.7K 94,770 0 11 Oct 2018
MAttNet: Modular Attention Network for Referring Expression Comprehension Licheng Yu Zhe Lin Xiaohui Shen Jimei Yang Xin Lu Joey Tianyi Zhou Tamara L. Berg ObjD 97 827 0 24 Jan 2018
Object Referring in Videos with Language and Human Gaze A. Vasudevan Dengxin Dai Luc Van Gool VOS 57 75 0 04 Jan 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017
TALL: Temporal Activity Localization via Language Query J. Gao Chen Sun Zhenheng Yang Ram Nevatia 123 819 0 05 May 2017
Spatio-temporal Person Retrieval via Natural Language Queries Masataka Yamaguchi Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada 64 58 0 26 Apr 2017
Modeling Relationships in Referential Expressions with Compositional Modular Networks Ronghang Hu Marcus Rohrbach Jacob Andreas Trevor Darrell Kate Saenko 75 406 0 30 Nov 2016
Modeling Context in Referring Expressions Licheng Yu Patrick Poirson Shan Yang Alexander C. Berg Tamara L. Berg 127 1,263 0 31 Jul 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Grounding of Textual Phrases in Images by Reconstruction Anna Rohrbach Marcus Rohrbach Ronghang Hu Trevor Darrell Bernt Schiele 75 497 0 12 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 686 36,935 0 08 Jun 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 497 62,243 0 04 Jun 2015