Weakly-Supervised Video Object Grounding via Causal Intervention

1 December 2021

Papers citing "Weakly-Supervised Video Object Grounding via Causal Intervention"

45 / 45 papers shown

Title
Deconfounded Visual Grounding Jianqiang Huang Yu Qin Jiaxin Qi Qianru Sun Hanwang Zhang CML ObjD 59 32 0 31 Dec 2021
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification Beier Zhu Yulei Niu Xiansheng Hua Hanwang Zhang 66 42 0 29 Dec 2021
Causal Attention for Unbiased Visual Recognition Tan Wang Chan Zhou Qianru Sun Hanwang Zhang OOD CML 97 113 0 19 Aug 2021
Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification Yongming Rao Guangyi Chen Jiwen Lu Jie Zhou CML OOD 58 243 0 19 Aug 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
Adversarial Visual Robustness by Causal Intervention Kaihua Tang Ming Tao Hanwang Zhang CML AAML 63 21 0 17 Jun 2021
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style Julius von Kügelgen Yash Sharma Luigi Gresele Wieland Brendel Bernhard Schölkopf M. Besserve Francesco Locatello 99 317 0 08 Jun 2021
Discriminative Triad Matching and Reconstruction for Weakly Referring Expression Grounding Mingjie Sun Jimin Xiao Eng Gee Lim Si Liu John Y. Goulermas ObjD 76 162 0 08 Jun 2021
Deconfounded Video Moment Retrieval with Causal Intervention Xun Yang Fuli Feng Wei Ji Meng Wang Tat-Seng Chua CML VGen 77 190 0 03 Jun 2021
Improving Weakly-supervised Object Localization via Causal Intervention Feifei Shao Yawei Luo Li Zhang Lu Ye Siliang Tang Yi Yang Jun Xiao WSOL 50 25 0 21 Apr 2021
The Blessings of Unlabeled Background in Untrimmed Videos Yuan Liu Jingyuan Chen Zhenfang Chen Bing Deng Jianqiang Huang Hanwang Zhang CML 81 44 0 24 Mar 2021
Relation-aware Instance Refinement for Weakly Supervised Visual Grounding Yongfei Liu Bo Wan Lin Ma Xuming He ObjD 82 57 0 24 Mar 2021
Representation Learning via Invariant Causal Mechanisms Jovana Mitrović Brian McWilliams Jacob Walker Lars Buesing Charles Blundell CML OOD SSL 67 250 0 15 Oct 2020
Interventional Few-Shot Learning Zhongqi Yue Hanwang Zhang Qianru Sun Xiansheng Hua 93 233 0 28 Sep 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect Kaihua Tang Jianqiang Huang Hanwang Zhang CML 101 446 0 28 Sep 2020
Causal Intervention for Weakly-Supervised Semantic Segmentation Dong Zhang Hanwang Zhang Jinhui Tang Xiansheng Hua Qianru Sun CML ISeg 103 454 0 26 Sep 2020
Object-Aware Multi-Branch Relation Networks for Spatio-Temporal Video Grounding Zhu Zhang Zhou Zhao Zhijie Lin Baoxing Huai Jing Yuan 71 35 0 16 Aug 2020
Improving Weakly Supervised Visual Grounding by Contrastive Knowledge Distillation Liwei Wang Jing-ling Huang Yin Li Kun Xu Zhengyuan Yang Dong Yu ObjD 62 83 0 03 Jul 2020
Contrastive Learning for Weakly Supervised Phrase Grounding Tanmay Gupta Arash Vahdat Gal Chechik Xiaodong Yang Jan Kautz Derek Hoiem ObjD SSL 125 144 0 17 Jun 2020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law Damien Teney Kushal Kafle Robik Shrestha Ehsan Abbasnejad Christopher Kanan Anton Van Den Hengel OODD OOD 79 147 0 19 May 2020
Video Object Grounding using Semantic Roles in Language Description Arka Sadhu Kan Chen Ram Nevatia 121 48 0 24 Mar 2020
Deconfounded Image Captioning: A Causal Retrospect Xu Yang Hanwang Zhang Jianfei Cai CML 47 126 0 09 Mar 2020
Visual Commonsense R-CNN Tan Wang Jianqiang Huang Hanwang Zhang Qianru Sun SSL ObjD CML 60 250 0 27 Feb 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 81 700 0 27 Feb 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 73 118 0 19 Jan 2020
Two Causal Principles for Improving Visual Dialog Jiaxin Qi Yulei Niu Jianqiang Huang Hanwang Zhang CML 86 148 0 24 Nov 2019
Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding Xuejing Liu Liang Li Shuhui Wang Zhengjun Zha Li Su Qingming Huang 60 59 0 05 Sep 2019
Learning to Compose and Reason with Language Tree Structures for Visual Grounding Richang Hong Daqing Liu Xiaoyu Mo Xiangnan He Hanwang Zhang ReLM LRM 87 163 0 05 Jun 2019
TVQA+: Spatio-Temporal Grounding for Video Question Answering Jie Lei Licheng Yu Tamara L. Berg Joey Tianyi Zhou 73 229 0 25 Apr 2019
Align2Ground: Weakly Supervised Phrase Grounding Guided by Image-Caption Alignment Samyak Datta Karan Sikka Anirban Roy Karuna Ahuja Devi Parikh Ajay Divakaran 68 104 0 27 Mar 2019
Grounded Video Description Luowei Zhou Yannis Kalantidis Xinlei Chen Jason J. Corso Marcus Rohrbach 83 193 0 17 Dec 2018
Modeling Visual Context is Key to Augmenting Object Detection Datasets Nikita Dvornik Julien Mairal Cordelia Schmid 83 245 0 19 Jul 2018
Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction Luowei Zhou Nathan Louis Jason J. Corso 88 95 0 08 May 2018
Knowledge Aided Consistency for Weakly Supervised Phrase Grounding Kan Chen J. Gao Ram Nevatia 69 90 0 11 Mar 2018
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures Fanyi Xiao Leonid Sigal Yong Jae Lee 66 139 0 03 May 2017
Dense-Captioning Events in Videos Ranjay Krishna Kenji Hata F. Ren Li Fei-Fei Juan Carlos Niebles 144 1,249 0 02 May 2017
Learning Two-Branch Neural Networks for Image-Text Matching Tasks Liwei Wang Yin Li Jing-ling Huang Svetlana Lazebnik VLM 77 498 0 11 Apr 2017
Phrase Localization and Visual Relationship Detection with Comprehensive Image-Language Cues Bryan A. Plummer Arun Mallya Christopher M. Cervantes Julia Hockenmaier Svetlana Lazebnik 89 189 0 21 Nov 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 225 5,762 0 23 Feb 2016
Grounding of Textual Phrases in Images by Reconstruction Anna Rohrbach Marcus Rohrbach Ronghang Hu Trevor Darrell Bernt Schiele 80 497 0 12 Nov 2015
Unsupervised Semantic Parsing of Video Collections Ozan Sener Amir Zamir Silvio Savarese Ashutosh Saxena 68 98 0 28 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 528 62,377 0 04 Jun 2015
Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models Bryan A. Plummer Liwei Wang Christopher M. Cervantes Juan C. Caicedo Julia Hockenmaier Svetlana Lazebnik 208 2,072 0 19 May 2015
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention Ke Xu Jimmy Ba Ryan Kiros Kyunghyun Cho Aaron Courville Ruslan Salakhutdinov R. Zemel Yoshua Bengio DiffM 350 10,079 0 10 Feb 2015
Deep Visual-Semantic Alignments for Generating Image Descriptions A. Karpathy Li Fei-Fei 149 5,591 0 07 Dec 2014