A Reverse Causal Framework to Mitigate Spurious Correlations for Debiasing Scene Graph Generation

29 May 2025

Papers citing "A Reverse Causal Framework to Mitigate Spurious Correlations for Debiasing Scene Graph Generation"

50 / 59 papers shown

Title
Scene Graph Generation with Role-Playing Large Language Models Guikun Chen Jin Li Wenguan Wang VLM 84 9 0 20 Oct 2024
EGTR: Extracting Graph from Transformer for Scene Graph Generation Jinbae Im Jeongyeon Nam Nokyung Park Hyungmin Lee Seunghyun Park ViT 85 23 0 02 Apr 2024
Adaptive Self-training Framework for Fine-grained Scene Graph Generation Kibum Kim Kanghoon Yoon Yeonjun In Jinyoung Moon Donghyun Kim Chanyoung Park 63 9 0 18 Jan 2024
Vision Relation Transformer for Unbiased Scene Graph Generation Gopika Sudhakaran Devendra Singh Dhami Kristian Kersting Stefan Roth ViT 92 17 0 18 Aug 2023
Compositional Feature Augmentation for Unbiased Scene Graph Generation Lin Li Guikun Chen Jun Xiao Yi Yang Chunping Wang Long Chen 60 27 0 13 Aug 2023
Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation Yu Min Aming Wu Cheng Deng 59 7 0 07 Aug 2023
Panoptic Scene Graph Generation with Semantics-Prototype Learning Li Li Wei Ji Yiming Wu Meng Li Youxuan Qin Lina Wei Roger Zimmermann 78 37 0 28 Jul 2023
Unbiased Scene Graph Generation via Two-stage Causal Modeling Shuzhou Sun Shuaifeng Zhi Qing Liao J. Heikkilä Li Liu CML 80 37 0 11 Jul 2023
Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation Shuo Chen Yingjun Du Pascal Mettes Cees G. M. Snoek OffRL 108 4 0 16 Jun 2023
Devil's on the Edges: Selective Quad Attention for Scene Graph Generation Deunsol Jung Sanghyun Kim Wonhui Kim Minsu Cho 3DPC GNN 59 34 0 07 Apr 2023
HiLo: Exploiting High Low Frequency Relations for Unbiased Panoptic Scene Graph Generation Zijian Zhou Miaojing Shi Holger Caesar 66 20 0 28 Mar 2023
Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open World Qifan Yu Juncheng Li Yuehua Wu Siliang Tang Wei Ji Yueting Zhuang 61 37 0 23 Mar 2023
Prototype-based Embedding Network for Scene Graph Generation Chao Zheng Xinyu Lyu Lianli Gao Bo Dai Jingkuan Song 67 43 0 13 Mar 2023
Peer Learning for Unbiased Scene Graph Generation Liguang Zhou Junjie Hu Yuhongze Zhou Tin Lun Lam Yangsheng Xu 122 5 0 31 Dec 2022
Unbiased Heterogeneous Scene Graph Generation with Relation-aware Message Passing Neural Network Kanghoon Yoon Kibum Kim Jinyoung Moon Chanyoung Park 60 33 0 01 Dec 2022
Debiasing Graph Neural Networks via Learning Disentangled Causal Substructure Shaohua Fan Xiao Wang Yanhu Mo Chuan Shi Jian Tang CML OOD AI4CE 101 95 0 28 Sep 2022
NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation Lin Li Jun Xiao Hanrong Shi Hanwang Zhang Yi Yang Wen Liu Long Chen 52 23 0 27 Jul 2022
Panoptic Scene Graph Generation Jingkang Yang Yi Zhe Ang Zujin Guo Kaiyang Zhou Wayne Zhang Ziwei Liu 114 113 0 22 Jul 2022
Dual-branch Hybrid Learning Network for Unbiased Scene Graph Generation Chao Zheng Lianli Gao Xinyu Lyu Pengpeng Zeng Abdulmotaleb El Saddik Hengtao Shen 59 16 0 16 Jul 2022
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation Xinyu Lyu Lianli Gao Pengpeng Zeng Hengtao Shen Jingkuan Song 77 21 0 11 Jul 2022
Causal Balancing for Domain Generalization Xinyi Wang Michael Stephen Saxon Jiachen Li Hongyang R. Zhang Kun Zhang William Yang Wang OOD CML 69 23 0 10 Jun 2022
The Devil is in the Labels: Noisy Label Correction for Robust Scene Graph Generation Lin Li Long Chen Yifeng Huang Zhimeng Zhang Songyang Zhang Jun Xiao NoLa 79 76 0 07 Jun 2022
RU-Net: Regularized Unrolling Network for Scene Graph Generation Xin Lin Changxing Ding Jing Zhang Yibing Zhan Dacheng Tao 65 34 0 03 May 2022
Fine-Grained Predicates Learning for Scene Graph Generation Xinyu Lyu Lianli Gao Yuyu Guo Zhou Zhao Hao Huang Hengtao Shen Jingkuan Song 59 39 0 06 Apr 2022
Fine-Grained Scene Graph Generation with Data Transfer Ao Zhang Yuan Yao Qián Chen Wei Ji Zhiyuan Liu Maosong Sun Tat-Seng Chua 84 94 0 22 Mar 2022
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation Xingning Dong Tian Gan Xuemeng Song Jianlong Wu Yuan Cheng Liqiang Nie 80 96 0 18 Mar 2022
Hierarchical Memory Learning for Fine-Grained Scene Graph Generation Youming Deng Yansheng Li Yongjun Zhang Xiang Xiang Jian Wang Jingdong Chen Jiayi Ma 69 22 0 14 Mar 2022
Active Learning Polynomial Threshold Functions Omri Ben-Eliezer Max Hopkins Chutong Yang Hantao Yu 100 4 0 24 Jan 2022
Resistance Training using Prior Bias: toward Unbiased Scene Graph Generation Chao Chen Yibing Zhan Baosheng Yu Liu Liu Yong Luo Bo Du 42 42 0 18 Jan 2022
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng UQCV 77 92 0 25 Nov 2021
From General to Specific: Informative Scene Graph Generation via Balance Adjustment Yuyu Guo Lianli Gao Xuanhan Wang Yuxuan Hu Xing Xu Xu Lu Heng Tao Shen Jingkuan Song 86 87 0 30 Aug 2021
Learning of Visual Relations: The Devil is in the Tails Alakh Desai Tz-Ying Wu Subarna Tripathi Nuno Vasconcelos 106 90 0 22 Aug 2021
Predicate correlation learning for scene graph generation Lei Tao Li Mi Nannan Li Xianhang Cheng Yaosi Hu Zhenzhong Chen 76 19 0 06 Jul 2021
Recovering the Unbiased Scene Graphs from the Biased Ones Meng-Jiun Chiou Henghui Ding Hanshu Yan Changhu Wang Roger Zimmermann Jiashi Feng 84 117 0 05 Jul 2021
Structured Sparse R-CNN for Direct Scene Graph Generation Yao Teng Limin Wang 3DPC GNN 71 56 0 21 Jun 2021
Segmentation-grounded Scene Graph Generation Siddhesh Khandelwal M. Suhail Leonid Sigal 55 28 0 29 Apr 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 225 219 0 01 Apr 2021
A Comprehensive Survey of Scene Graphs: Generation and Application Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 93 232 0 17 Mar 2021
Energy-Based Learning for Scene Graph Generation M. Suhail Abhay Mittal Behjat Siddiquie Chris Broaddus J. Eledath Gérard Medioni Leonid Sigal 72 164 0 03 Mar 2021
Long-tail learning via logit adjustment A. Menon Sadeep Jayasumana A. S. Rawat Himanshu Jain Andreas Veit Sanjiv Kumar 120 709 0 14 Jul 2020
Visual Commonsense R-CNN Tan Wang Jianqiang Huang Hanwang Zhang Qianru Sun SSL ObjD CML 57 249 0 27 Feb 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 81 695 0 27 Feb 2020
On Exploring Undetermined Relationships for Visual Relationship Detection Yibing Zhan Jun-chen Yu Ting Yu Dacheng Tao 58 83 0 05 May 2019
Unpaired Image Captioning via Scene Graph Alignments Jiuxiang Gu Shafiq Joty Jianfei Cai Handong Zhao Xu Yang G. Wang GNN 64 174 0 26 Mar 2019
Bayes Imbalance Impact Index: A Measure of Class Imbalanced Dataset for Classification Problem Yang Lu Yiu-ming Cheung Yuanyan Tang 59 72 0 29 Jan 2019
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 154 699 0 06 Dec 2018
Learning to Compose Dynamic Tree Structures for Visual Contexts Kaihua Tang Hanwang Zhang Baoyuan Wu Wenhan Luo Wen Liu 75 502 0 05 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 190 234 0 05 Dec 2018
Graph R-CNN for Scene Graph Generation Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh GNN 110 843 0 01 Aug 2018
Learning Conditioned Graph Structures for Interpretable Visual Question Answering Will Norcliffe-Brown Efstathios Vafeias Sarah Parisot GNN 66 237 0 19 Jun 2018