Unbiased Scene Graph Generation from Biased Training

27 February 2020

Papers citing "Unbiased Scene Graph Generation from Biased Training"

50 / 58 papers shown

Title
A Reverse Causal Framework to Mitigate Spurious Correlations for Debiasing Scene Graph Generation Shuzhou Sun Li Liu Tianpeng Liu Shuaifeng Zhi Ming-Ming Cheng J. Heikkilä Yongxiang Liu CML 44 0 0 29 May 2025
Multimodal Machine Translation with Visual Scene Graph Pruning Chenyu Lu Shiliang Sun Jing Zhao N. Zhang Tengfei Song Hao Yang 31 0 0 26 May 2025
Compile Scene Graphs with Reinforcement Learning Zuyao Chen Jinlin Wu Zhen Lei Marc Pollefeys Chang Wen Chen OffRL LRM 69 2 0 18 Apr 2025
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation Sayak Nag Udita Ghosh Sarosij Bose Calvin-Khang Ta Jiachen Li Amit K. Roy-Chowdhury 107 0 0 18 Mar 2025
UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph Generation Xinyao Liao Xiaoye Qu Dangyang Chen Yuanyuan Fu 78 0 0 10 Jan 2025
Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation Minghan Chen Guikun Chen Wenguan Wang Yi Yang 79 4 0 16 Sep 2024
DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning Tobias Lingenberg Markus Reuter Gopika Sudhakaran Dominik Gojny Stefan Roth Simone Schaub-Meyer DiffM 54 3 0 26 Aug 2024
BCTR: Bidirectional Conditioning Transformer for Scene Graph Generation Peng Hao Xiaobing Wang Yingying Jiang Hanchao Jia Xiaoshuai Hao Shaowei Cui Junhang Wei Xiaoshuai Hao 80 3 0 26 Jul 2024
TextPSG: Panoptic Scene Graph Generation from Textual Descriptions Chengyang Zhao Songlin Yang Zhenfang Chen Mingyu Ding Chuang Gan 69 16 0 10 Oct 2023
Location-Free Scene Graph Generation Ege Özsoy Felix Holm Tobias Czempiel Tobias Czempiel Benjamin Busam Nassir Navab Benjamin Busam 59 4 0 20 Mar 2023
DDS: Decoupled Dynamic Scene-Graph Generation Network A S M Iftekhar Raphael Ruschel Satish Kumar Suya You B. S. Manjunath 47 2 0 18 Jan 2023
Conterfactual Generative Zero-Shot Semantic Segmentation Feihong Shen Jun Liu Ping Hu BDL 60 9 0 11 Jun 2021
Counterfactual VQA: A Cause-Effect Look at Language Bias Yulei Niu Kaihua Tang Hanwang Zhang Zhiwu Lu Xiansheng Hua Ji-Rong Wen CML 87 401 0 08 Jun 2020
Visual Commonsense R-CNN Tan Wang Jianqiang Huang Hanwang Zhang Qianru Sun SSL ObjD CML 33 248 0 27 Feb 2020
Two Causal Principles for Improving Visual Dialog Jiaxin Qi Yulei Niu Jianqiang Huang Hanwang Zhang CML 28 148 0 24 Nov 2019
Causal Induction from Visual Observations for Goal Directed Tasks Sunjay Cauligi Yuke Zhu D. Stefan Tamara Rezk CML LRM 35 63 0 03 Oct 2019
Learning by Abstraction: The Neural State Machine Drew A. Hudson Christopher D. Manning NAI OCL 42 259 0 09 Jul 2019
RUBi: Reducing Unimodal Biases in Visual Question Answering Rémi Cadène Corentin Dancette H. Ben-younes Matthieu Cord Devi Parikh CML 55 373 0 24 Jun 2019
REPAIR: Removing Representation Bias by Dataset Resampling Yi Li Nuno Vasconcelos FaML 27 287 0 16 Apr 2019
Scene Graph Generation with External Knowledge and Image Reconstruction Jiuxiang Gu Handong Zhao Zhe Lin Sheng Li Jianfei Cai Mingyang Ling 41 294 0 01 Apr 2019
Knowledge-Embedded Routing Network for Scene Graph Generation Tianshui Chen Weihao Yu Riquan Chen Liang Lin GNN 58 374 0 08 Mar 2019
Graphical Contrastive Losses for Scene Graph Parsing Ji Zhang Kevin J. Shih Ahmed Elgammal Andrew Tao Bryan Catanzaro 45 229 0 07 Mar 2019
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 112 698 0 06 Dec 2018
Counterfactual Critic Multi-Agent Training for Scene Graph Generation Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang 60 159 0 06 Dec 2018
Learning to Compose Dynamic Tree Structures for Visual Contexts Kaihua Tang Hanwang Zhang Baoyuan Wu Wenhan Luo Wen Liu 45 497 0 05 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 174 234 0 05 Dec 2018
ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness Robert Geirhos Patricia Rubisch Claudio Michaelis Matthias Bethge Felix Wichmann Wieland Brendel 56 2,647 0 29 Nov 2018
Attentive Relational Networks for Mapping Images to Scene Graphs Mengshi Qi Weijian Li Zhengyuan Yang Yunhong Wang Jiebo Luo 3DPC 3DH GNN 29 168 0 26 Nov 2018
Explicit Bias Discovery in Visual Question Answering Models Varun Manjunatha Nirat Saini L. Davis CML FAtt 26 93 0 19 Nov 2018
LinkNet: Relational Embedding for Scene Graph Sanghyun Woo Dahun Kim Donghyeon Cho In So Kweon GNN 24 147 0 15 Nov 2018
Exploring Visual Relationship for Image Captioning Ting Yao Yingwei Pan Yehao Li Tao Mei 56 830 0 19 Sep 2018
Graph R-CNN for Scene Graph Generation Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh GNN 75 839 0 01 Aug 2018
Zoom-Net: Mining Deep Feature Interactions for Visual Relationship Recognition Guojun Yin Lu Sheng Bin Liu Nenghai Yu Xiaogang Wang Jing Shao Chen Change Loy ObjD 56 156 0 13 Jul 2018
Women also Snowboard: Overcoming Bias in Captioning Models (Extended Abstract) Lisa Anne Hendricks Kaylee Burns Kate Saenko Trevor Darrell Anna Rohrbach 55 479 0 02 Jul 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 243 3,101 0 04 Jun 2018
Bilinear Attention Networks Jin-Hwa Kim Jaehyun Jun Byoung-Tak Zhang AIMat 55 871 0 21 May 2018
Image Generation from Scene Graphs Justin Johnson Agrim Gupta Li Fei-Fei GNN 272 818 0 04 Apr 2018
Referring Relationships Ranjay Krishna Ines Chami Michael S. Bernstein Li Fei-Fei 47 94 0 28 Mar 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 175 4,124 0 23 Jan 2018
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi OOD 116 585 0 01 Dec 2017
Neural Motifs: Scene Graph Parsing with Global Context Rowan Zellers Mark Yatskar Sam Thomson Yejin Choi GNN 58 992 0 17 Nov 2017
Influence of Resampling on Accuracy of Imbalanced Classification Evgeny Burnaev P. Erofeev A. Papanov 17 95 0 12 Jul 2017
Detecting Visual Relationships with Deep Relational Networks Bo Dai Yuqi Zhang Dahua Lin GNN 73 501 0 11 Apr 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 227 27,018 0 20 Mar 2017
Counterfactual Fairness Matt J. Kusner Joshua R. Loftus Chris Russell Ricardo M. A. Silva FaML 174 1,566 0 20 Mar 2017
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 203 560 0 27 Feb 2017
Scene Graph Generation by Iterative Message Passing Danfei Xu Yuke Zhu Chris Choy Li Fei-Fei GNN 3DV 49 1,214 0 10 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 364 21,951 0 09 Dec 2016
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 385 10,281 0 16 Nov 2016
Graph-Structured Representations for Visual Question Answering Damien Teney Lingqiao Liu Anton Van Den Hengel GNN NAI 57 419 0 19 Sep 2016