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CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation

International Joint Conference on Artificial Intelligence (IJCAI), 2020

16 September 2020

Qi Wu

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Papers citing "CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation"

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Title
Hallucinate, Ground, Repeat: A Framework for Generalized Visual Relationship Detection Shanmukha Vellamcheti Sanjoy Kundu Sathyanarayanan N. Aakur 171 0 0 06 Jun 2025
Robo-SGG: Exploiting Layout-Oriented Normalization and Restitution Can Improve Robust Scene Graph Generation Changsheng Lv Mengshi Qi Z. Fu 274 0 0 17 Apr 2025
Generalized Visual Relation Detection with Diffusion Models Kaifeng Gao Siqi Chen Hanwang Zhang Jun Xiao Yueting Zhuang Qianru Sun 249 0 0 16 Apr 2025
A Causal Adjustment Module for Debiasing Scene Graph GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Li Liu Shuzhou Sun Shuaifeng Zhi Fan Shi Zhen Liu J. Heikkilä Yongxiang Liu CML 201 17 0 22 Mar 2025
Universal Scene Graph GenerationComputer Vision and Pattern Recognition (CVPR), 2025 Shengqiong Wu Hao Fei Tat-Seng Chua 323 2 0 19 Mar 2025
UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph GenerationACM Multimedia (MM), 2024 Xinyao Liao Xiaoye Qu Dangyang Chen Yuanyuan Fu 248 1 0 10 Jan 2025
Ensemble Predicate Decoding for Unbiased Scene Graph Generation Jiasong Feng Lichun Wang Hongbo Xu Kai Xu Baocai Yin 129 2 0 26 Aug 2024
Towards Flexible Visual Relationship SegmentationNeural Information Processing Systems (NeurIPS), 2024 Fangrui Zhu Jianwei Yang Huaizu Jiang VOS 256 4 0 15 Aug 2024
Fine-Grained Scene Graph Generation via Sample-Level Bias PredictionEuropean Conference on Computer Vision (ECCV), 2024 Yansheng Li Tingzhu Wang Kang Wu Linlin Wang Xin Guo Wenbin Wang 184 3 0 27 Jul 2024
Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation Jaehyeong Jeon Kibum Kim Kanghoon Yoon Chanyoung Park 245 6 0 22 Jul 2024
From Easy to Hard: Learning Curricular Shape-aware Features for Robust Panoptic Scene Graph Generation Hanrong Shi Lin Li Jun Xiao Yueting Zhuang Long Chen 186 4 0 12 Jul 2024
Enhanced Data Transfer Cooperating with Artificial Triplets for Scene Graph Generation Kuanchao Chu Satoshi Yamazaki Hideki Nakayama 289 0 0 27 Jun 2024
Leveraging Predicate and Triplet Learning for Scene Graph Generation Jiankai Li Yunhong Wang Xiefan Guo Ruijie Yang Weixin Li 336 11 0 04 Jun 2024
Scene Graph Generation Strategy with Co-occurrence Knowledge and Learnable Term Frequency H. Kim Sangwon Kim Dasom Ahn Jong Taek Lee ByoungChul Ko 235 6 0 21 May 2024
PEACH: Pretrained-embedding Explanation Across Contextual and Hierarchical Structure Feiqi Cao S. Han Hyunsuk Chung 155 0 0 21 Apr 2024
Scene-Graph ViT: End-to-End Open-Vocabulary Visual Relationship Detection Tim Salzmann Markus Ryll Alex Bewley Matthias Minderer 237 7 0 21 Mar 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph GenerationComputer Vision and Pattern Recognition (CVPR), 2024 Ce Zhang Simon Stepputtis Joseph Campbell Katia Sycara Yaqi Xie 222 22 0 18 Mar 2024
VLPrompt: Vision-Language Prompting for Panoptic Scene Graph Generation Zijian Zhou Miaojing Shi Holger Caesar VLM 253 14 0 27 Nov 2023
Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense KnowledgeIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Bowen Jiang Zhijun Zhuang Shreyas S. Shivakumar Camillo J Taylor 208 11 0 21 Nov 2023
Domain-wise Invariant Learning for Panoptic Scene Graph GenerationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Li Li Youxuan Qin Wei Ji Yuxiao Zhou Roger Zimmermann 174 7 0 09 Oct 2023
Towards Complex-query Referring Image Segmentation: A Novel Benchmark Wei Ji Li Li Marco Pleines Xiangyan Liu Xu Yang Juncheng Billy Li Roger Zimmermann 138 12 0 29 Sep 2023
Head-Tail Cooperative Learning Network for Unbiased Scene Graph Generation Lei Wang Zejian Yuan Yao Lu Badong Chen 181 0 0 23 Aug 2023
Vision Relation Transformer for Unbiased Scene Graph GenerationIEEE International Conference on Computer Vision (ICCV), 2023 Gopika Sudhakaran Devendra Singh Dhami Kristian Kersting Stefan Roth ViT 247 23 0 18 Aug 2023
Multi-level Compositional Feature Augmentation for Unbiased Scene Graph Generation Lin Li Xingchen Li Jun Xiao Chen Li Chunping Wang 213 24 0 13 Aug 2023
Informative Scene Graph Generation via DebiasingInternational Journal of Computer Vision (IJCV), 2023 Lianli Gao Xinyu Lyu Yuyu Guo Yuxuan Hu Yuanyou Li Lu Xu Hengtao Shen Jingkuan Song 153 5 0 10 Aug 2023
Generalized Unbiased Scene Graph Generation Xinyu Lyu Lianli Gao Junlin Xie Pengpeng Zeng Yulu Tian Jie Shao Hengtao Shen 208 5 0 09 Aug 2023
Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph GenerationIEEE International Conference on Computer Vision (ICCV), 2023 Yu Min Aming Wu Cheng Deng 179 9 0 07 Aug 2023
Panoptic Scene Graph Generation with Semantics-Prototype LearningAAAI Conference on Artificial Intelligence (AAAI), 2023 Li Li Wei Ji Yiming Wu Meng Li Youxuan Qin Lina Wei Roger Zimmermann 204 50 0 28 Jul 2023
Pair then Relation: Pair-Net for Panoptic Scene Graph GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jinghao Wang Zhengyu Wen Xiangtai Li Zujin Guo Jingkang Yang Ziwei Liu 157 25 0 17 Jul 2023
Unbiased Scene Graph Generation via Two-stage Causal ModelingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Shuzhou Sun Shuaifeng Zhi Qing Liao J. Heikkilä Tianpeng Liu CML 216 50 0 11 Jul 2023
CREPE: Learnable Prompting With CLIP Improves Visual Relationship Prediction Rakshith Subramanyam T. S. Jayram Rushil Anirudh Jayaraman J. Thiagarajan VLM 157 4 0 10 Jul 2023
Fine-Grained is Too Coarse: A Novel Data-Centric Approach for Efficient Scene Graph Generation Maelic Neau Paulo E. Santos Cédric Buche Cédric Buche 164 4 0 30 May 2023
FairGen: Towards Fair Graph GenerationIEEE International Conference on Data Engineering (ICDE), 2023 Lecheng Zheng Dawei Zhou Hanghang Tong Jiejun Xu Yada Zhu Jingrui He 307 13 0 30 Mar 2023
HiLo: Exploiting High Low Frequency Relations for Unbiased Panoptic Scene Graph GenerationIEEE International Conference on Computer Vision (ICCV), 2023 Zijian Zhou Miaojing Shi Holger Caesar 197 27 0 28 Mar 2023
Visually-Prompted Language Model for Fine-Grained Scene Graph Generation in an Open WorldIEEE International Conference on Computer Vision (ICCV), 2023 Qifan Yu Juncheng Li Yuehua Wu Siliang Tang Wei Ji Yueting Zhuang 214 47 0 23 Mar 2023
Taking A Closer Look at Visual Relation: Unbiased Video Scene Graph Generation with Decoupled Label LearningIEEE transactions on multimedia (IEEE TMM), 2023 Wenqing Wang Yawei Luo Zhiqin Chen Tao Jiang Lei Chen Yi Yang Jun Xiao 155 9 0 23 Mar 2023
Unified Visual Relationship Detection with Vision and Language ModelsIEEE International Conference on Computer Vision (ICCV), 2023 Long Zhao Liangzhe Yuan Boqing Gong Huayu Chen Florian Schroff Ming-Hsuan Yang Hartwig Adam Ting Liu ObjD 238 12 0 16 Mar 2023
Prototype-based Embedding Network for Scene Graph GenerationComputer Vision and Pattern Recognition (CVPR), 2023 Chao Zheng Xinyu Lyu Lianli Gao Bo Dai Jingkuan Song 154 57 0 13 Mar 2023
LANDMARK: Language-guided Representation Enhancement Framework for Scene Graph Generation Xiaoguang Chang Tenggou Wang Shaowei Cai Changyin Sun AI4TS 194 5 0 02 Mar 2023
Skew Class-balanced Re-weighting for Unbiased Scene Graph GenerationMachine Learning and Knowledge Extraction (MLKE), 2023 Haeyong Kang Chang D. Yoo 328 10 0 01 Jan 2023
Peer Learning for Unbiased Scene Graph Generation Liguang Zhou Junjie Hu Yuhongze Zhou Tin Lun Lam Yangsheng Xu 414 5 0 31 Dec 2022
Iterative Scene Graph Generation with Generative TransformersComputer Vision and Pattern Recognition (CVPR), 2022 Sanjoy Kundu Sathyanarayanan N. Aakur ViT 153 35 0 30 Nov 2022
SG-Shuffle: Multi-aspect Shuffle Transformer for Scene Graph GenerationApplied Informatics (AI), 2022 Anh Duc Bui S. Han Josiah Poon ViT 204 1 0 09 Nov 2022
Unbiased Scene Graph Generation using Predicate SimilaritiesIEEE Access (IEEE Access), 2022 Misaki Ohashi Yusuke Matsui 248 1 0 03 Oct 2022
Context-aware Mixture-of-Experts for Unbiased Scene Graph Generation Liguang Zhou Yuhongze Zhou Tin Lun Lam Yangsheng Xu EDL MoE 207 3 0 15 Aug 2022
Label Semantic Knowledge Distillation for Unbiased Scene Graph Generation Lin Li Long Chen Hanrong Shi Wenxiao Wang Jian Shao Yi Yang Jun Xiao VLM 227 29 0 07 Aug 2022
Rethinking the Evaluation of Unbiased Scene Graph GenerationBritish Machine Vision Conference (BMVC), 2022 Xingchen Li Long Chen Jian Shao Shaoning Xiao Songyang Zhang Jun Xiao 232 15 0 03 Aug 2022
NICEST: Noisy Label Correction and Training for Robust Scene Graph GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Lin Li Jun Xiao Hanrong Shi Hanwang Zhang Yi Yang Wen Liu Long Chen 165 28 0 27 Jul 2022
Meta Spatio-Temporal Debiasing for Video Scene Graph GenerationEuropean Conference on Computer Vision (ECCV), 2022 Kepeng Xu Haoxuan Qu Jason Kuen Jiuxiang Gu Jun Liu CML 212 28 0 23 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 137 25 0 16 Jul 2022