Spatial-Temporal Transformer for Dynamic Scene Graph Generation

26 July 2021

Papers citing "Spatial-Temporal Transformer for Dynamic Scene Graph Generation"

50 / 70 papers shown

Title
METOR: A Unified Framework for Mutual Enhancement of Objects and Relationships in Open-vocabulary Video Visual Relationship Detection Yongqi Wang Xinxiao Wu Shuo Yang ObjD 29 0 0 10 May 2025
REVEAL: Relation-based Video Representation Learning for Video-Question-Answering Sofian Chaybouti Walid Bousselham Moritz Wolter Hilde Kuehne 116 0 0 07 Apr 2025
What can Off-the-Shelves Large Multi-Modal Models do for Dynamic Scene Graph Generation? Xuanming Cui Jaiminkumar Ashokbhai Bhoi Chionh Wei Peng Adriel Kuek Ser-Nam Lim 48 0 0 20 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 50 0 0 19 Mar 2025
Video-of-Thought: Step-by-Step Video Reasoning from Perception to Cognition Hao Fei Shengqiong Wu Wei Ji H. Zhang M. Zhang M. Lee W. Hsu LRM VGen 50 65 0 08 Jan 2025
A Generalizable Anomaly Detection Method in Dynamic Graphs Xiao Yang Xuejiao Zhao Zhiqi Shen 78 1 0 21 Dec 2024
SceneLLM: Implicit Language Reasoning in LLM for Dynamic Scene Graph Generation Hang Zhang Zhuoling Li Jun Liu LRM 100 1 0 15 Dec 2024
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
Learning to Reason Iteratively and Parallelly for Complex Visual Reasoning Scenarios Shantanu Jaiswal Debaditya Roy Basura Fernando Cheston Tan ReLM LRM 79 2 0 20 Nov 2024
Towards Unbiased and Robust Spatio-Temporal Scene Graph Generation and Anticipation Rohith Peddi Saurabh Ayush Abhay Shrivastava Parag Singla Vibhav Gogate 82 0 0 20 Nov 2024
Situational Scene Graph for Structured Human-centric Situation Understanding Chinthani Sugandhika Chen Li Deepu Rajan Basura Fernando 161 1 0 30 Oct 2024
Federated Transformer: Multi-Party Vertical Federated Learning on Practical Fuzzily Linked Data Zhaomin Wu Junyi Hou Yiqun Diao Bingsheng He FedML 39 3 0 23 Oct 2024
A transition towards virtual representations of visual scenes Américo Pereira Pedro Carvalho Luís Côrte-Real 28 0 0 10 Oct 2024
End-to-end Open-vocabulary Video Visual Relationship Detection using Multi-modal Prompting Yongqi Wang Xinxiao Wu Shuo Yang Jiebo Luo 134 1 0 19 Sep 2024
AMEGO: Active Memory from long EGOcentric videos Gabriele Goletto Tushar Nagarajan Giuseppe Averta Dima Damen EgoV 33 4 0 17 Sep 2024
Box2Flow: Instance-based Action Flow Graphs from Videos Jiatong Li Kalliopi Basioti Vladimir Pavlovic 38 0 0 30 Aug 2024
Effectively Leveraging CLIP for Generating Situational Summaries of Images and Videos Dhruv Verma Debaditya Roy Basura Fernando 27 1 0 30 Jul 2024
CycleHOI: Improving Human-Object Interaction Detection with Cycle Consistency of Detection and Generation Yisen Wang Yao Teng Limin Wang DiffM 43 1 0 16 Jul 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 43 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
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 53 3 0 11 Apr 2024
STG-Mamba: Spatial-Temporal Graph Learning via Selective State Space Model Lincan Li Hanchen Wang Wenjie Zhang A. Coster Mamba 31 10 0 19 Mar 2024
Enhancing Human-Centered Dynamic Scene Understanding via Multiple LLMs Collaborated Reasoning Hang Zhang Wenxiao Zhang Haoxuan Qu Jun Liu 39 4 0 15 Mar 2024
Towards Scene Graph Anticipation Rohith Peddi Saksham Singh Saurabh Parag Singla Vibhav Gogate 32 3 0 07 Mar 2024
Computer Vision for Primate Behavior Analysis in the Wild Richard Vogg Timo Lüddecke Jonathan Henrich Sharmita Dey Matthias Nuske ... Alexander Gail Stefan Treue H. Scherberger F. Worgotter Alexander S. Ecker 33 3 0 29 Jan 2024
TD^2-Net: Toward Denoising and Debiasing for Dynamic Scene Graph Generation Xin Lin Chong Shi Yibing Zhan Zuopeng Yang Yaqi Wu Dacheng Tao 26 1 0 23 Jan 2024
BLoad: Enhancing Neural Network Training with Efficient Sequential Data Handling Raphael Ruschel A S M Iftekhar B. S. Manjunath Suya You 18 1 0 16 Oct 2023
HOI4ABOT: Human-Object Interaction Anticipation for Human Intention Reading Collaborative roBOTs Esteve Valls Mascaro Daniel Sliwowski Dongheui Lee 27 8 0 28 Sep 2023
MSG-BART: Multi-granularity Scene Graph-Enhanced Encoder-Decoder Language Model for Video-grounded Dialogue Generation Hongcheng Liu Zhe Chen Hui Li Pingjie Wang Yanfeng Wang Yu Wang VGen 45 1 0 26 Sep 2023
Spatial-Temporal Knowledge-Embedded Transformer for Video Scene Graph Generation Tao Pu Tianshui Chen Hefeng Wu Yongyi Lu Liangjie Lin ViT 42 13 0 23 Sep 2023
STDG: Semi-Teacher-Student Training Paradigram for Depth-guided One-stage Scene Graph Generation Xukun Zhou Zhenbo Song Jun He Hongyan Liu Zhaoxin Fan 3DV 24 0 0 15 Sep 2023
Local-Global Information Interaction Debiasing for Dynamic Scene Graph Generation Xinyu Lyu Jingwei Liu Yuyu Guo Lianli Gao 23 1 0 10 Aug 2023
Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling Yu Zhao Hao Fei Yixin Cao Bobo Li Meishan Zhang Jianguo Wei M. Zhang Tat-Seng Chua 17 13 0 09 Aug 2023
Triple Correlations-Guided Label Supplementation for Unbiased Video Scene Graph Generation Wenqing Wang Kaifeng Gao Yawei Luo Tao Jiang Fei Gao Jian Shao Jianwen Sun Jun Xiao 26 3 0 30 Jul 2023
ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition Debaditya Roy Dhruv Verma Basura Fernando VLM CLIP 26 4 0 02 Jul 2023
Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation Shuo Chen Yingjun Du Pascal Mettes Cees G. M. Snoek OffRL 28 2 0 16 Jun 2023
Human-Object Interaction Prediction in Videos through Gaze Following Zhifan Ni Esteve Valls Mascaro Hyemin Ahn Dongheui Lee 24 10 0 06 Jun 2023
Deep Neural Networks in Video Human Action Recognition: A Review Zihan Wang Yang Yang Zhi Liu Y. Zheng 53 4 0 25 May 2023
Cross-Modality Time-Variant Relation Learning for Generating Dynamic Scene Graphs Jingyi Wang Jinfa Huang Can Zhang Zhidong Deng 36 7 0 15 May 2023
Learning-based Relational Object Matching Across Views Cathrin Elich So Yeon Min Ruslan Salakhutdinov Yuan-Fang Li Tom Michael Mitchell 30 5 0 03 May 2023
LASER: A Neuro-Symbolic Framework for Learning Spatial-Temporal Scene Graphs with Weak Supervision Jiani Huang Ziyang Li Mayur Naik Ser-Nam Lim 37 3 0 15 Apr 2023
StageInteractor: Query-based Object Detector with Cross-stage Interaction Yao Teng Haisong Liu Sheng Guo Limin Wang ObjD 34 8 0 11 Apr 2023
Unbiased Scene Graph Generation in Videos Sayak Nag Kyle Min Subarna Tripathi A. Roy-Chowdhury 29 29 0 03 Apr 2023
LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms Ege Ozsoy Tobias Czempiel Felix Holm Chantal Pellegrini Nassir Navab 47 8 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 35 7 0 23 Mar 2023
Explainable Action Prediction through Self-Supervision on Scene Graphs Pawit Kochakarn D. Martini Daniel Omeiza Lars Kunze SSL 24 9 0 07 Feb 2023
Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection Kaifeng Gao Long Chen Hanwang Zhang Jun Xiao Qianru Sun VLM VPVLM 24 27 0 01 Feb 2023
DDS: Decoupled Dynamic Scene-Graph Generation Network A S M Iftekhar Raphael Ruschel Satish Kumar Suya You B. S. Manjunath 44 2 0 18 Jan 2023
Latent Graph Representations for Critical View of Safety Assessment Aditya Murali Deepak Alapatt Pietro Mascagni Armine Vardazaryan Alain Garcia Nariaki Okamoto Didier Mutter N. Padoy MedIm 18 19 0 08 Dec 2022
A General Purpose Supervisory Signal for Embodied Agents Kunal Pratap Singh Jordi Salvador Luca Weihs Aniruddha Kembhavi SSL 26 3 0 01 Dec 2022