Unbiased Scene Graph Generation from Biased Training

27 February 2020

Papers citing "Unbiased Scene Graph Generation from Biased Training"

50 / 67 papers shown

Title
Compile Scene Graphs with Reinforcement Learning Zuyao Chen Jinlin Wu Zhen Lei Marc Pollefeys Chang Wen Chen OffRL LRM 57 0 0 18 Apr 2025
A Causal Adjustment Module for Debiasing Scene Graph Generation Li Liu Shuzhou Sun Shuaifeng Zhi Fan Shi Zhen Liu J. Heikkilä Yongxiang Liu CML 52 2 0 22 Mar 2025
Conformal Prediction and MLLM aided Uncertainty Quantification in Scene Graph Generation Sayak Nag Udita Ghosh Sarosij Bose Calvin-Khang Ta Jiachen Li A. Roy-Chowdhury 61 0 0 18 Mar 2025
UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph Generation Xinyao Liao Wei Wei Dangyang Chen Yuanyuan Fu 43 0 0 10 Jan 2025
Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation Minghan Chen Guikun Chen Wenguan Wang Yi Yang 56 3 0 16 Sep 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 47 3 0 26 Jul 2024
Composing Object Relations and Attributes for Image-Text Matching Khoi Pham Chuong Huynh Ser-Nam Lim Abhinav Shrivastava CoGe 32 3 0 17 Jun 2024
SkySenseGPT: A Fine-Grained Instruction Tuning Dataset and Model for Remote Sensing Vision-Language Understanding Junwei Luo Zhen Pang Yongjun Zhang Tingzhu Wang Linlin Wang ... Jiangwei Lao Jian Wang Jingdong Chen Yihua Tan Yansheng Li 28 20 0 14 Jun 2024
OED: Towards One-stage End-to-End Dynamic Scene Graph Generation Guan-Bo Wang Zhiming Li Qingchao Chen Yang Liu 30 9 0 27 May 2024
Scene Graph Generation Strategy with Co-occurrence Knowledge and Learnable Term Frequency H. Kim Sangwon Kim Dasom Ahn Jong Taek Lee ByoungChul Ko 32 2 0 21 May 2024
STAR: A Benchmark for Situated Reasoning in Real-World Videos Bo Wu Shoubin Yu Zhenfang Chen Joshua B Tenenbaum Chuang Gan 33 176 0 15 May 2024
How to Understand "Support"? An Implicit-enhanced Causal Inference Approach for Weakly-supervised Phrase Grounding Jiamin Luo Jianing Zhao Jingjing Wang Guodong Zhou 36 0 0 29 Feb 2024
Revealing the Proximate Long-Tail Distribution in Compositional Zero-Shot Learning Chenyi Jiang Haofeng Zhang CoGe 18 5 0 26 Dec 2023
Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge Bowen Jiang Zhijun Zhuang Shreyas S. Shivakumar Camillo J. Taylor 19 6 0 21 Nov 2023
TextPSG: Panoptic Scene Graph Generation from Textual Descriptions Chengyang Zhao Yikang Shen Zhenfang Chen Mingyu Ding Chuang Gan 40 15 0 10 Oct 2023
Predicate Classification Using Optimal Transport Loss in Scene Graph Generation Sorachi Kurita Satoshi Oyama Itsuki Noda OT 22 0 0 19 Sep 2023
Compositional Feature Augmentation for Unbiased Scene Graph Generation Lin Li Guikun Chen Jun Xiao Yi Yang Chunping Wang Long Chen 19 25 0 13 Aug 2023
Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation Yu Min Aming Wu Cheng Deng 17 6 0 07 Aug 2023
Improving Scene Graph Generation with Superpixel-Based Interaction Learning Jingyi Wang Can Zhang Jinfa Huang Bo Ren Zhidong Deng 16 7 0 04 Aug 2023
Panoptic Scene Graph Generation with Semantics-Prototype Learning Li Li Wei Ji Yiming Wu Meng Li Youxuan Qin Lina Wei Roger Zimmermann 24 35 0 28 Jul 2023
Unbiased Scene Graph Generation in Videos Sayak Nag Kyle Min Subarna Tripathi A. Roy-Chowdhury 19 28 0 03 Apr 2023
SPAN: Learning Similarity between Scene Graphs and Images with Transformers Yuren Cong Wentong Liao Bodo Rosenhahn M. Yang 20 6 0 02 Apr 2023
VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point Cloud Ziqin Wang Bowen Cheng Lichen Zhao Dong Xu Yang Tang Lu Sheng 3DPC 23 27 0 25 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 25 33 0 23 Mar 2023
Taking A Closer Look at Visual Relation: Unbiased Video Scene Graph Generation with Decoupled Label Learning Wenqing Wang Yawei Luo Zhiqin Chen Tao Jiang Lei Chen Yi Yang Jun Xiao 27 7 0 23 Mar 2023
Location-Free Scene Graph Generation Ege Ozsoy Felix Holm Tobias Czempiel Tobias Czempiel Benjamin Busam Nassir Navab Benjamin Busam 37 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 25 2 0 18 Jan 2023
Peer Learning for Unbiased Scene Graph Generation Liguang Zhou Junjie Hu Yuhongze Zhou Tin Lun Lam Yangsheng Xu 25 4 0 31 Dec 2022
Probabilistic Debiasing of Scene Graphs Bashirul Azam Biswas Qian Ji 22 11 0 11 Nov 2022
SG-Shuffle: Multi-aspect Shuffle Transformer for Scene Graph Generation Anh Duc Bui S. Han Josiah Poon ViT 22 1 0 09 Nov 2022
Robustness of Fusion-based Multimodal Classifiers to Cross-Modal Content Dilutions Gaurav Verma Vishwa Vinay Ryan A. Rossi Srijan Kumar VLM AAML 11 8 0 04 Nov 2022
Heterogeneous Trajectory Forecasting via Risk and Scene Graph Learning Jianwu Fang C. Zhu Pu Zhang Hongkai Yu Jianru Xue 36 16 0 02 Nov 2022
A Survey on Causal Representation Learning and Future Work for Medical Image Analysis Chang-Tien Lu OOD BDL CML MedIm 22 0 0 28 Oct 2022
Unbiased Scene Graph Generation using Predicate Similarities Misaki Ohashi Yusuke Matsui 25 1 0 03 Oct 2022
Scalable Regularization of Scene Graph Generation Models using Symbolic Theories Davide Buffelli Efthymia Tsamoura 8 2 0 06 Sep 2022
Towards Open-vocabulary Scene Graph Generation with Prompt-based Finetuning Tao He Lianli Gao Jingkuan Song Yuan-Fang Li VLM 15 49 0 17 Aug 2022
Context-aware Mixture-of-Experts for Unbiased Scene Graph Generation Liguang Zhou Yuhongze Zhou Tin Lun Lam Yangsheng Xu EDL MoE 21 2 0 15 Aug 2022
Meta Spatio-Temporal Debiasing for Video Scene Graph Generation Li Xu Haoxuan Qu Jason Kuen Jiuxiang Gu Jun Liu CML 20 27 0 23 Jul 2022
GEMS: Scene Expansion using Generative Models of Graphs Rishi G. Agarwal Tirupati Saketh Chandra Vaidehi Patil Aniruddha Mahapatra K. Kulkarni Vishwa Vinay 26 3 0 08 Jul 2022
Chairs Can be Stood on: Overcoming Object Bias in Human-Object Interaction Detection Guangzhi Wang Yangyang Guo Yongkang Wong Mohan S. Kankanhalli 19 10 0 06 Jul 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 13 72 0 07 Jun 2022
Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion Xiang Chen Ningyu Zhang Lei Li Shumin Deng Chuanqi Tan Changliang Xu Fei Huang Luo Si Huajun Chen 15 124 0 04 May 2022
Do learned representations respect causal relationships? Lan Wang Vishnu Naresh Boddeti NAI CML OOD 13 6 0 02 Apr 2022
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach Xiaohan Lan Yitian Yuan Xin Eric Wang Long Chen Zhi Wang Lin Ma Wenwu Zhu CML 8 15 0 10 Mar 2022
Catch Me if You Can: A Novel Task for Detection of Covert Geo-Locations (CGL) Binoy Saha Sukhendu Das 8 1 0 05 Feb 2022
RelTR: Relation Transformer for Scene Graph Generation Yuren Cong M. Yang Bodo Rosenhahn ViT 82 130 0 27 Jan 2022
Resistance Training using Prior Bias: toward Unbiased Scene Graph Generation Chao Chen Yibing Zhan Baosheng Yu Liu Liu Yong Luo Bo Du 25 40 0 18 Jan 2022
Weakly-Supervised Video Object Grounding via Causal Intervention Wei Wang Junyu Gao Changsheng Xu CML 20 20 0 01 Dec 2021
Not All Relations are Equal: Mining Informative Labels for Scene Graph Generation A. Goel Basura Fernando Frank Keller Hakan Bilen 23 30 0 26 Nov 2021
Topic Scene Graph Generation by Attention Distillation from Caption Wenbin Wang R. Wang X. Chen DiffM 17 13 0 12 Oct 2021