SGTR: End-to-end Scene Graph Generation with Transformer

24 December 2021

Papers citing "SGTR: End-to-end Scene Graph Generation with Transformer"

50 / 74 papers shown

Title
Seeing Beyond the Scene: Enhancing Vision-Language Models with Interactional Reasoning Dayong Liang Changmeng Zheng Zhiyuan Wen Yi Cai Xiao Wei Qing Li LRM 26 0 0 14 May 2025
Relation-R1: Cognitive Chain-of-Thought Guided Reinforcement Learning for Unified Relational Comprehension Lin Li Wei Chen Jiahui Li L. Chen LRM 40 1 0 20 Apr 2025
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
Robo-SGG: Exploiting Layout-Oriented Normalization and Restitution for Robust Scene Graph Generation Changsheng Lv Mengshi Qi Z. Fu Huadong Ma 36 0 0 17 Apr 2025
Generalized Visual Relation Detection with Diffusion Models Kaifeng Gao Siqi Chen Hanwang Zhang Jun Xiao Yueting Zhuang Qianru Sun 37 0 0 16 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 57 2 0 22 Mar 2025
Learning 4D Panoptic Scene Graph Generation from Rich 2D Visual Scene Shengqiong Wu Hao Fei Jingkang Yang X. Li Juncheng Li H. Zhang Tat-Seng Chua 48 0 0 19 Mar 2025
Universal Scene Graph Generation Shengqiong Wu Hao Fei Tat-Seng Chua 41 0 0 19 Mar 2025
UniQ: Unified Decoder with Task-specific Queries for Efficient Scene Graph Generation Xinyao Liao Wei Wei Dangyang Chen Yuanyuan Fu 53 0 0 10 Jan 2025
HyperGLM: HyperGraph for Video Scene Graph Generation and Anticipation Trong-Thuan Nguyen Pha Nguyen J. Cothren Alper Yilmaz Khoa Luu 90 1 0 27 Nov 2024
TreeFormer: Single-view Plant Skeleton Estimation via Tree-constrained Graph Generation Xinpeng Liu Hiroaki Santo Yosuke Toda Fumio Okura 66 0 0 25 Nov 2024
TESGNN: Temporal Equivariant Scene Graph Neural Networks for Efficient and Robust Multi-View 3D Scene Understanding Quang P.M. Pham Khoi T.N. Nguyen Lan C. Ngo Dezhen Song Truong Do Truong Son-Hy 3DPC 34 2 0 15 Nov 2024
Scene Graph Generation with Role-Playing Large Language Models Guikun Chen Jin Li Wenguan Wang VLM 48 5 0 20 Oct 2024
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 52 0 0 27 Jul 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 54 3 0 26 Jul 2024
Graph Transformers: A Survey Ahsan Shehzad Feng Xia Shagufta Abid Ciyuan Peng Shuo Yu Dongyu Zhang Karin Verspoor AI4CE 34 9 0 13 Jul 2024
ESGNN: Towards Equivariant Scene Graph Neural Network for 3D Scene Understanding Quang P.M. Pham Khoi T.N. Nguyen Lan C. Ngo Truong Do Truong Son-Hy 3DPC 19 0 0 30 Jun 2024
Leveraging Predicate and Triplet Learning for Scene Graph Generation Jiankai Li Yunhong Wang Xiefan Guo Ruijie Yang Weixin Li 34 5 0 04 Jun 2024
CYCLO: Cyclic Graph Transformer Approach to Multi-Object Relationship Modeling in Aerial Videos Trong-Thuan Nguyen Pha Nguyen Xin Li Jackson Cothren Alper Yilmaz Khoa Luu 38 3 0 03 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 45 13 0 16 May 2024
Neural Assembler: Learning to Generate Fine-Grained Robotic Assembly Instructions from Multi-View Images Hongyu Yan Yadong Mu 3DV 36 0 0 25 Apr 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 50 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 42 19 0 02 Apr 2024
From Pixels to Graphs: Open-Vocabulary Scene Graph Generation with Vision-Language Models Rongjie Li Songyang Zhang Dahua Lin Kai-xiang Chen Xuming He VLM 39 14 0 01 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 42 4 0 26 Mar 2024
DSGG: Dense Relation Transformer for an End-to-end Scene Graph Generation Zeeshan Hayder Xuming He ViT 26 8 0 21 Mar 2024
Scene-Graph ViT: End-to-End Open-Vocabulary Visual Relationship Detection Tim Salzmann Markus Ryll Alex Bewley Matthias Minderer 47 4 0 21 Mar 2024
Towards Scene Graph Anticipation Rohith Peddi Saksham Singh Saurabh Parag Singla Vibhav Gogate 32 3 0 07 Mar 2024
The All-Seeing Project V2: Towards General Relation Comprehension of the Open World Weiyun Wang Yiming Ren Hao Luo Tiantong Li Chenxiang Yan ... Qingyun Li Lewei Lu Xizhou Zhu Yu Qiao Jifeng Dai MLLM 43 47 0 29 Feb 2024
SGTR+: End-to-end Scene Graph Generation with Transformer Rongjie Li Songyang Zhang Xuming He ViT 31 2 0 23 Jan 2024
Joint Generative Modeling of Scene Graphs and Images via Diffusion Models Bicheng Xu Qi Yan Renjie Liao Lele Wang Leonid Sigal DiffM 29 2 0 02 Jan 2024
ALF: Adaptive Label Finetuning for Scene Graph Generation Qishen Chen Jianzhi Liu Xinyu Lyu Lianli Gao Hengtao Shen Jingkuan Song 17 0 0 29 Dec 2023
Action Scene Graphs for Long-Form Understanding of Egocentric Videos Ivan Rodin Antonino Furnari Kyle Min Subarna Tripathi G. Farinella EgoV 27 12 0 06 Dec 2023
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 53 42 0 28 Nov 2023
VLPrompt: Vision-Language Prompting for Panoptic Scene Graph Generation Zijian Zhou Miaojing Shi Holger Caesar VLM 19 12 0 27 Nov 2023
Enhancing Scene Graph Generation with Hierarchical Relationships and Commonsense Knowledge Bowen Jiang Zhijun Zhuang Shreyas S. Shivakumar Camillo J. Taylor 26 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 25 11 0 18 Nov 2023
Towards a Unified Transformer-based Framework for Scene Graph Generation and Human-object Interaction Detection Tao He Lianli Gao Jingkuan Song Yuan-Fang Li ViT 24 11 0 03 Nov 2023
FloCoDe: Unbiased Dynamic Scene Graph Generation with Temporal Consistency and Correlation Debiasing Anant Khandelwal 28 2 0 24 Oct 2023
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation Naitik Khandelwal Xiao Liu Mengmi Zhang CLL 31 0 0 02 Oct 2023
RepSGG: Novel Representations of Entities and Relationships for Scene Graph Generation Hengyue Liu B. Bhanu 27 3 0 06 Sep 2023
RLIPv2: Fast Scaling of Relational Language-Image Pre-training Hangjie Yuan Shiwei Zhang Xiang Wang Samuel Albanie Yining Pan Tao Feng Jianwen Jiang Dong Ni Yingya Zhang Deli Zhao VLM 21 38 0 18 Aug 2023
Informative Scene Graph Generation via Debiasing Lianli Gao Xinyu Lyu Yuyu Guo Yuxuan Hu Yuanyou Li Lu Xu Hengtao Shen Jingkuan Song 18 5 0 10 Aug 2023
Pair then Relation: Pair-Net for Panoptic Scene Graph Generation Jinghao Wang Zhengyu Wen Xiangtai Li Zujin Guo Jingkang Yang Ziwei Liu 33 17 0 17 Jul 2023
Open-Vocabulary Object Detection via Scene Graph Discovery Hengcan Shi Munawar Hayat Jianfei Cai ObjD 16 12 0 07 Jul 2023
Single-Stage Visual Relationship Learning using Conditional Queries Alakh Desai Tz-Ying Wu Subarna Tripathi Nuno Vasconcelos 27 7 0 09 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 27 3 0 30 May 2023
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing Zhuang Li Yuyang Chai Terry Yue Zhuo Lizhen Qu Gholamreza Haffari Fei Li Donghong Ji Quan Hung Tran 29 23 0 27 May 2023
Let There Be Order: Rethinking Ordering in Autoregressive Graph Generation Jie Bu Kazi Sajeed Mehrab Anuj Karpatne 21 3 0 24 May 2023