Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection

25 September 2022

Neelu Madan

Nicolae-Cătălin Ristea

Papers citing "Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection"

27 / 27 papers shown

Title
SlowFastVAD: Video Anomaly Detection via Integrating Simple Detector and RAG-Enhanced Vision-Language Model Zongcan Ding H. Zhang Peng Wu Guansong Pang Zhiwei Yang Peng Wang Y. Zhang 26 0 0 14 Apr 2025
Identifying Spatio-Temporal Drivers of Extreme Events Mohamad Hakam Shams Eddin Juergen Gall AI4TS 48 0 0 31 Oct 2024
Vision-Language Models Assisted Unsupervised Video Anomaly Detection Yalong Jiang Liquan Mao 23 0 0 21 Sep 2024
Deep Learning for Video Anomaly Detection: A Review Peng Wu Chengyu Pan Yuting Yan Guansong Pang Peng Wang Yanning Zhang VLM AI4TS 39 6 0 09 Sep 2024
Masked Image Modeling: A Survey Vlad Hondru Florinel-Alin Croitoru Shervin Minaee Radu Tudor Ionescu N. Sebe 64 6 0 13 Aug 2024
Prior Normality Prompt Transformer for Multi-class Industrial Image Anomaly Detection Haiming Yao Yunkang Cao Wei Luo Weihang Zhang Wenyong Yu Weiming Shen 31 7 0 17 Jun 2024
Dual-path Frequency Discriminators for Few-shot Anomaly Detection Yuhu Bai Jiangning Zhang Yuhang Dong Guanzhong Tian Liang Liu Yunkang Cao Yabiao Wang Chengjie Wang 34 2 0 07 Mar 2024
Sparse Anatomical Prompt Semi-Supervised Learning with Masked Image Modeling for CBCT Tooth Segmentation Pengyu Dai Yafei Ou Yang Liu Yue Zhao 14 0 0 07 Feb 2024
CaptainCook4D: A dataset for understanding errors in procedural activities Rohith Peddi Shivvrat Arya B. Challa Likhitha Pallapothula Akshay Vyas ... Vasundhara Komaragiri Eric D. Ragan Nicholas Ruozzi Yu Xiang Vibhav Gogate 54 8 0 22 Dec 2023
Exploring Plain ViT Reconstruction for Multi-class Unsupervised Anomaly Detection Jiangning Zhang Xuhai Chen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li Ming-Hsuan Yang Dacheng Tao 25 24 0 12 Dec 2023
Multilevel Saliency-Guided Self-Supervised Learning for Image Anomaly Detection Jianjian Qin Chunzhi Gu Junzhou Yu Chao Zhang 36 1 0 30 Nov 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 26 3 0 26 Jun 2023
Self-Distilled Masked Auto-Encoders are Efficient Video Anomaly Detectors Nicolae-Cătălin Ristea Florinel-Alin Croitoru Radu Tudor Ionescu Marius Popescu F. Khan M. Shah ViT 26 20 0 21 Jun 2023
SLSG: Industrial Image Anomaly Detection by Learning Better Feature Embeddings and One-Class Classification Minghui Yang Jing Liu Zhiwei Yang Zhaoyang Wu 25 8 0 30 Apr 2023
Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection Menglong Chen Xingtai Gui Shicai Fan OODD 11 1 0 06 Feb 2023
Aerial Image Object Detection With Vision Transformer Detector (ViTDet) Liya Wang A. Tien 39 7 0 28 Jan 2023
Deep Industrial Image Anomaly Detection: A Survey Jiaqi Liu Guoyang Xie Jingbao Wang Shangwen Li Chengjie Wang Feng Zheng Yaochu Jin 22 172 0 27 Jan 2023
Lightning Fast Video Anomaly Detection via Adversarial Knowledge Distillation Florinel-Alin Croitoru Nicolae-Cătălin Ristea D. Dascalescu Radu Tudor Ionescu F. Khan M. Shah 34 2 0 28 Nov 2022
Dual-distribution discrepancy with self-supervised refinement for anomaly detection in medical images Yu Cai Hao Chen Xin Yang Yu Zhou Kwang-Ting Cheng 22 45 0 09 Oct 2022
Improved Anomaly Detection by Using the Attention-Based Isolation Forest Lev V. Utkin A. Ageev A. Konstantinov 33 6 0 05 Oct 2022
Context Recovery and Knowledge Retrieval: A Novel Two-Stream Framework for Video Anomaly Detection Congqi Cao Yue Lu Yanning Zhang 57 21 0 07 Sep 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 305 7,434 0 11 Nov 2021
Natural Synthetic Anomalies for Self-Supervised Anomaly Detection and Localization Hannah M. Schlüter Jeremy Tan Benjamin Hou Bernhard Kainz 118 128 0 30 Sep 2021
Inpainting Transformer for Anomaly Detection Jonathan Pirnay K. Chai ViT 104 165 0 28 Apr 2021
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization P. Mishra Riccardo Verk Daniele Fornasier C. Piciarelli G. Foresti ViT 80 286 0 20 Apr 2021
Transformers in Vision: A Survey Salman Khan Muzammal Naseer Munawar Hayat Syed Waqas Zamir F. Khan M. Shah ViT 227 2,428 0 04 Jan 2021
Joint Detection and Recounting of Abnormal Events by Learning Deep Generic Knowledge Ryota Hinami Tao Mei Shiníchi Satoh 106 227 0 26 Sep 2017