Energy-Based Learning for Scene Graph Generation

3 March 2021

Papers citing "Energy-Based Learning for Scene Graph Generation"

50 / 93 papers shown

Title
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
UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph Generation Xinyao Liao Wei Wei Dangyang Chen Yuanyuan Fu 48 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
Fine-Grained Scene Graph Generation via Sample-Level Bias Prediction Yansheng Li Tingzhu Wang Kang Wu Linlin Wang Xin Guo Wenbin Wang 47 0 0 27 Jul 2024
Semantic Diversity-aware Prototype-based Learning for Unbiased Scene Graph Generation Jaehyeong Jeon Kibum Kim Kanghoon Yoon Chanyoung Park 29 1 0 22 Jul 2024
Variational Potential Flow: A Novel Probabilistic Framework for Energy-Based Generative Modelling Junn Yong Loo Michelle Adeline Arghya Pal Vishnu Monn Baskaran Chee-Ming Ting Raphaël C.-W. Phan DiffM 20 0 0 21 Jul 2024
Leveraging Predicate and Triplet Learning for Scene Graph Generation Jiankai Li Yunhong Wang Xiefan Guo Ruijie Yang Weixin Li 27 5 0 04 Jun 2024
4D Panoptic Scene Graph Generation Jingkang Yang Jun Cen Wenxuan Peng Shuai Liu Fangzhou Hong Xiangtai Li Kaiyang Zhou Qifeng Chen Ziwei Liu 34 13 0 16 May 2024
AUG: A New Dataset and An Efficient Model for Aerial Image Urban Scene Graph Generation Yansheng Li Kun Li Yongjun Zhang Linlin Wang Dingwen Zhang 27 3 0 11 Apr 2024
EGTR: Extracting Graph from Transformer for Scene Graph Generation Jinbae Im Jeongyeon Nam Nokyung Park Hyungmin Lee Seunghyun Park ViT 33 19 0 02 Apr 2024
Groupwise Query Specialization and Quality-Aware Multi-Assignment for Transformer-based Visual Relationship Detection Jongha Kim Jihwan Park Jinyoung Park Jinyoung Kim Sehyung Kim Hyunwoo J. Kim 37 4 0 26 Mar 2024
Scene-Graph ViT: End-to-End Open-Vocabulary Visual Relationship Detection Tim Salzmann Markus Ryll Alex Bewley Matthias Minderer 38 4 0 21 Mar 2024
HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation Ce Zhang Simon Stepputtis Joseph Campbell Katia P. Sycara Yaqi Xie 32 9 0 18 Mar 2024
Any2Graph: Deep End-To-End Supervised Graph Prediction With An Optimal Transport Loss Paul Krzakala Junjie Yang Rémi Flamary Florence dÁlché-Buc Charlotte Laclau Matthieu Labeau OT 19 1 0 19 Feb 2024
Vehicle Behavior Prediction by Episodic-Memory Implanted NDT Peining Shen Jianwu Fang Hongkai Yu Jianru Xue 25 0 0 13 Feb 2024
SGTR+: End-to-end Scene Graph Generation with Transformer Rongjie Li Songyang Zhang Xuming He ViT 19 2 0 23 Jan 2024
Panoptic Video Scene Graph Generation Jingkang Yang Wen-Hsiao Peng Xiangtai Li Zujin Guo Liangyu Chen ... Zheng Ma Kaiyang Zhou Wayne Zhang Chen Change Loy Ziwei Liu VOS 42 42 0 28 Nov 2023
RelVAE: Generative Pretraining for few-shot Visual Relationship Detection Sotiris Karapiperis Markos Diomataris Vassilis Pitsikalis 16 0 0 27 Nov 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
Expanding Scene Graph Boundaries: Fully Open-vocabulary Scene Graph Generation via Visual-Concept Alignment and Retention Zuyao Chen Jinlin Wu Zhen Lei Zhaoxiang Zhang Changwen Chen 23 11 0 18 Nov 2023
Self-Supervised Learning for Visual Relationship Detection through Masked Bounding Box Reconstruction Zacharias Anastasakis Dimitrios Mallis Markos Diomataris George Alexandridis Stefanos D. Kollias Vassilis Pitsikalis 16 2 0 08 Nov 2023
LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation Kibum Kim Kanghoon Yoon Jaeyeong Jeon Yeonjun In Jinyoung Moon Donghyun Kim Chanyoung Park 21 14 0 16 Oct 2023
SGRec3D: Self-Supervised 3D Scene Graph Learning via Object-Level Scene Reconstruction Sebastian Koch Pedro Hermosilla Narunas Vaskevicius Mirco Colosi Timo Ropinski 3DPC SSL 35 13 0 27 Sep 2023
GraspGF: Learning Score-based Grasping Primitive for Human-assisting Dexterous Grasping Tianhao Wu Mingdong Wu Jiyao Zhang Yunchong Gan Hao Dong 36 20 0 12 Sep 2023
Score-PA: Score-based 3D Part Assembly Junfeng Cheng Mingdong Wu Ruiyuan Zhang Guanqi Zhan Chao Wu Hao Dong 18 8 0 08 Sep 2023
Zero-Shot Scene Graph Generation via Triplet Calibration and Reduction Jiankai Li Yunhong Wang Weixin Li 15 2 0 07 Sep 2023
RepSGG: Novel Representations of Entities and Relationships for Scene Graph Generation Hengyue Liu B. Bhanu 14 3 0 06 Sep 2023
Head-Tail Cooperative Learning Network for Unbiased Scene Graph Generation Lei Wang Zejian Yuan Yao Lu Badong Chen 22 0 0 23 Aug 2023
Vision Relation Transformer for Unbiased Scene Graph Generation Gopika Sudhakaran D. Dhami Kristian Kersting Stefan Roth ViT 22 15 0 18 Aug 2023
LAW-Diffusion: Complex Scene Generation by Diffusion with Layouts Binbin Yang Yinzheng Luo Ziliang Chen Guangrun Wang Xiaodan Liang Liang Lin DiffM 19 12 0 13 Aug 2023
Informative Scene Graph Generation via Debiasing Lianli Gao Xinyu Lyu Yuyu Guo Yuxuan Hu Yuanyou Li Lu Xu Hengtao Shen Jingkuan Song 13 5 0 10 Aug 2023
Generalized Unbiased Scene Graph Generation Xinyu Lyu Lianli Gao Junlin Xie Pengpeng Zeng Yulu Tian Jie Shao Hengtao Shen 19 5 0 09 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
Unbiased Scene Graph Generation via Two-stage Causal Modeling Shuzhou Sun Shuaifeng Zhi Qing Liao J. Heikkilä Li Liu CML 16 32 0 11 Jul 2023
CREPE: Learnable Prompting With CLIP Improves Visual Relationship Prediction Rakshith Subramanyam T. S. Jayram Rushil Anirudh Jayaraman J. Thiagarajan VLM 26 3 0 10 Jul 2023
SwinGNN: Rethinking Permutation Invariance in Diffusion Models for Graph Generation Qi Yan Zhen-Long Liang Yang Song Renjie Liao Lele Wang DiffM 43 18 0 04 Jul 2023
Manga109Dialog: A Large-scale Dialogue Dataset for Comics Speaker Detection Yingxuan Li Kiyoharu Aizawa Yusuke Matsui 11 14 0 30 Jun 2023
Towards Unseen Triples: Effective Text-Image-joint Learning for Scene Graph Generation Qianji Di Wenxing Ma Zhongang Qi Tianxiang Hou Ying Shan Hanzi Wang 14 0 0 23 Jun 2023
GenPose: Generative Category-level Object Pose Estimation via Diffusion Models Jiyao Zhang Min-Yu Wu Hao Dong DiffM 41 33 0 18 Jun 2023
Fine-Grained is Too Coarse: A Novel Data-Centric Approach for Efficient Scene Graph Generation Maelic Neau Paulo E. Santos Anne-Gwenn Bosser Cédric Buche 17 3 0 30 May 2023
SceneGenie: Scene Graph Guided Diffusion Models for Image Synthesis Azade Farshad Yousef Yeganeh Yucong Chi Cheng-nan Shen Bjorn Ommer Nassir Navab DiffM 41 28 0 28 Apr 2023
Devil's on the Edges: Selective Quad Attention for Scene Graph Generation Deunsol Jung Sanghyun Kim Wonhui Kim Minsu Cho 3DPC GNN 10 32 0 07 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
Prototype-based Embedding Network for Scene Graph Generation Chao Zheng Xinyu Lyu Lianli Gao Bo Dai Jingkuan Song 16 41 0 13 Mar 2023
Hierarchical Relationships: A New Perspective to Enhance Scene Graph Generation Bowen Jiang Camillo J. Taylor 21 3 0 13 Mar 2023
LANDMARK: Language-guided Representation Enhancement Framework for Scene Graph Generation Xiaoguang Chang Tenggou Wang Shaowei Cai Changyin Sun AI4TS 22 4 0 02 Mar 2023
Self-Supervised Relation Alignment for Scene Graph Generation Bicheng Xu Renjie Liao Leonid Sigal 19 0 0 02 Feb 2023
Skew Class-balanced Re-weighting for Unbiased Scene Graph Generation Haeyong Kang Chang-Dong Yoo 23 6 0 01 Jan 2023
Peer Learning for Unbiased Scene Graph Generation Liguang Zhou Junjie Hu Yuhongze Zhou Tin Lun Lam Yangsheng Xu 30 4 0 31 Dec 2022