v1v2v3 (latest)

MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation

27 June 2024

Papers citing "MissionGNN: Hierarchical Multimodal GNN-based Weakly Supervised Video Anomaly Recognition with Mission-Specific Knowledge Graph Generation"

46 / 46 papers shown

Title
Multimodal Fusion and Vision-Language Models: A Survey for Robot Vision Xiaofeng Han Shunpeng Chen Zenghuang Fu Zhe Feng Lue Fan ... Li Guo Weiliang Meng Xiaopeng Zhang Rongtao Xu Shibiao Xu 108 4 0 03 Apr 2025
PacketCLIP: Multi-Modal Embedding of Network Traffic and Language for Cybersecurity Reasoning Ryozo Masukawa Sanggeon Yun SungHeon Jeong Wenjun Huang Yang Ni Ian Bryant Nathaniel D. Bastian Mohsen Imani 71 0 0 05 Mar 2025
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT Wen-Dong Jiang Chih-Yung Chang Diptendu Sinha Roy 139 0 0 07 Jan 2025
PV-VTT: A Privacy-Centric Dataset for Mission-Specific Anomaly Detection and Natural Language Interpretation Ryozo Masukawa Sanggeon Yun Yoshiki Yamaguchi Mohsen Imani 65 1 0 30 Oct 2024
BatchNorm-based Weakly Supervised Video Anomaly Detection Yixuan Zhou Yi Qu Xing Xu Fumin Shen Jingkuan Song Hengtao Shen 77 20 0 26 Nov 2023
Delving into CLIP latent space for Video Anomaly Recognition Luca Zanella Benedetta Liberatori Willi Menapace Fabio Poiesi Yiming Wang Elisa Ricci 65 27 0 04 Oct 2023
Learning Prompt-Enhanced Context Features for Weakly-Supervised Video Anomaly Detection Yujiang Pu Xiaoyu Wu Lulu Yang Shengjin Wang 84 45 0 26 Jun 2023
ImageBind: One Embedding Space To Bind Them All Rohit Girdhar Alaaeldin El-Nouby Zhuang Liu Mannat Singh Kalyan Vasudev Alwala Armand Joulin Ishan Misra VLM 176 941 0 09 May 2023
AutoLabel: CLIP-based framework for Open-set Video Domain Adaptation Giacomo Zara Subhankar Roy Paolo Rota Elisa Ricci VLM 79 16 0 03 Apr 2023
GPT-4 Technical Report OpenAI OpenAI OpenAI Josh Achiam Steven Adler Sandhini Agarwal Lama Ahmad ... Shengjia Zhao Tianhao Zheng Juntang Zhuang William Zhuk Barret Zoph LLMAG MLLM 1.5K 14,761 0 15 Mar 2023
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 414 2,393 0 09 Nov 2022
Large Language Models Are Human-Level Prompt Engineers Yongchao Zhou Andrei Ioan Muresanu Ziwen Han Keiran Paster Silviu Pitis Harris Chan Jimmy Ba ALM LLMAG 186 902 0 03 Nov 2022
Large Language Models are Zero-Shot Reasoners Takeshi Kojima S. Gu Machel Reid Yutaka Matsuo Yusuke Iwasawa ReLM LRM 535 4,077 0 24 May 2022
Conditional Prompt Learning for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VLM CLIP VPVLM 148 1,359 0 10 Mar 2022
Generative Cooperative Learning for Unsupervised Video Anomaly Detection M. Zaheer Arif Mahmood M. H. Khan Mattia Segu Feng Yu Seung-Ik Lee AI4TS 106 139 0 08 Mar 2022
FLAVA: A Foundational Language And Vision Alignment Model Amanpreet Singh Ronghang Hu Vedanuj Goswami Guillaume Couairon Wojciech Galuba Marcus Rohrbach Douwe Kiela CLIP VLM 114 719 0 08 Dec 2021
VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding Hu Xu Gargi Ghosh Po-Yao (Bernie) Huang Dmytro Okhonko Armen Aghajanyan Florian Metze Luke Zettlemoyer Florian Metze Luke Zettlemoyer Christoph Feichtenhofer CLIP VLM 313 582 0 28 Sep 2021
ActionCLIP: A New Paradigm for Video Action Recognition Mengmeng Wang Jiazheng Xing Yong Liu VLM 213 372 0 17 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 513 2,422 0 02 Sep 2021
A Hybrid Video Anomaly Detection Framework via Memory-Augmented Flow Reconstruction and Flow-Guided Frame Prediction Zhian Liu Yongwei Nie Chengjiang Long Qing Zhang Guiqing Li 170 233 0 16 Aug 2021
Convolutional Transformer based Dual Discriminator Generative Adversarial Networks for Video Anomaly Detection Xinyang Feng Dongjin Song Yuncong Chen Zhengzhang Chen Jingchao Ni Haifeng Chen ViT 76 73 0 29 Jul 2021
Video Swin Transformer Ze Liu Jia Ning Yue Cao Yixuan Wei Zheng Zhang Stephen Lin Han Hu ViT 121 1,490 0 24 Jun 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 600 4,099 0 18 Apr 2021
Learning Normal Dynamics in Videos with Meta Prototype Network Hui Lv Chong Chen Zhen Cui Chunyan Xu Yong Li Jian Yang 97 146 0 14 Apr 2021
QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Michihiro Yasunaga Hongyu Ren Antoine Bosselut Percy Liang J. Leskovec RALM LMTD AI4MH LRM 63 598 0 13 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 1.0K 29,926 0 26 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 469 3,906 0 11 Feb 2021
Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning Yu Tian Guansong Pang Yuanhong Chen Rajvinder Singh Johan Verjans G. Carneiro AI4TS 95 311 0 25 Jan 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 252 4,305 0 01 Jan 2021
A Survey on Deep Learning Techniques for Video Anomaly Detection Jessie James P. Suarez P. Naval AI4TS 54 33 0 29 Sep 2020
Not only Look, but also Listen: Learning Multimodal Violence Detection under Weak Supervision Peng Wu Jing Liu Yujia Shi Yujia Sun Fang Shao Zhaoyang Wu Zhiwei Yang 67 320 0 09 Jul 2020
Actor-Context-Actor Relation Network for Spatio-Temporal Action Localization Junting Pan Siyu Chen Zheng Shou Yu Liu Jing Shao Hongsheng Li 3DPC 87 150 0 14 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 904 42,463 0 28 May 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text Difei Gao Ke Li Ruiping Wang Shiguang Shan Xilin Chen 78 113 0 31 Mar 2020
Learning Memory-guided Normality for Anomaly Detection Hyunjong Park Jongyoun Noh Bumsub Ham 63 642 0 30 Mar 2020
COMET: Commonsense Transformers for Automatic Knowledge Graph Construction Antoine Bosselut Hannah Rashkin Maarten Sap Chaitanya Malaviya Asli Celikyilmaz Yejin Choi 82 913 0 12 Jun 2019
TACNet: Transition-Aware Context Network for Spatio-Temporal Action Detection Lin Song Shiwei Zhang Gang Yu Hongbin Sun 140 83 0 31 May 2019
Graph Convolutional Label Noise Cleaner: Train a Plug-and-play Action Classifier for Anomaly Detection Jia-Xing Zhong Nannan Li Weijie Kong Shan Liu Thomas H. Li Ge Li NoLa SSL 114 407 0 18 Mar 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,324 0 11 Oct 2018
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering Daniil Sorokin Iryna Gurevych GNN 75 98 0 13 Aug 2018
Real-world Anomaly Detection in Surveillance Videos Waqas Sultani Chen Chen M. Shah AI4TS 183 1,493 0 12 Jan 2018
Future Frame Prediction for Anomaly Detection -- A New Baseline Wen Liu Weixin Luo Dongze Lian Shenghua Gao 3DH 173 1,079 0 28 Dec 2017
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 484 20,265 0 30 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 805 132,725 0 12 Jun 2017
Neural Message Passing for Quantum Chemistry Justin Gilmer S. Schoenholz Patrick F. Riley Oriol Vinyals George E. Dahl 598 7,500 0 04 Apr 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 224 2,910 0 12 Dec 2016