Student-Teacher Feature Pyramid Matching for Anomaly Detection

7 March 2021

Errui Ding

Papers citing "Student-Teacher Feature Pyramid Matching for Anomaly Detection"

50 / 93 papers shown

Title
AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection Bin-Bin Gao Yue Zhu Jiangtao Yan Y. Cai W. Zhang Meng Wang Jun Liu Y. Liu L. Wang Chengjie Wang VLM 36 0 0 15 May 2025
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning Bin-Bin Gao VLM 19 0 0 14 May 2025
Learning to Detect Multi-class Anomalies with Just One Normal Image Prompt Bin-Bin Gao 23 4 0 14 May 2025
Anomaly Detection and Localization for Speech Deepfakes via Feature Pyramid Matching Emma Coletta Davide Salvi Viola Negroni Daniele Ugo Leonzio Paolo Bestagini 51 1 0 23 Mar 2025
Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection Chunlei Li Yilei Shi Jingliang Hu Xiao Xiang Zhu Lichao Mou MedIm 57 0 0 18 Mar 2025
AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP Wenxin Ma Xu Zhang Qingsong Yao Fenghe Tang Chenxu Wu Y. Li Rui Yan Zihang Jiang S. Kevin Zhou VLM 60 0 0 09 Mar 2025
Memory Efficient Continual Learning for Edge-Based Visual Anomaly Detection Manuel Barusco Lorenzo DÁntoni Davide Dalle Pezze Francesco Borsatti Gian Antonio Susto 53 0 0 04 Mar 2025
One-for-More: Continual Diffusion Model for Anomaly Detection Xiaofan Li Xin Tan Zhuo Chen Zhizhong Zhang Ruixin Zhang ... Guanna Jiang Yulong Chen Yanyun Qu Lizhuang Ma Yuan Xie DiffM 58 1 0 27 Feb 2025
From Vision to Sound: Advancing Audio Anomaly Detection with Vision-Based Algorithms Manuel Barusco Francesco Borsatti Davide Dalle Pezze Francesco Paissan Elisabetta Farella Gian Antonio Susto 47 0 0 25 Feb 2025
Towards Accurate Unified Anomaly Segmentation Wenxin Ma Qingsong Yao Xiang Zhang Zhelong Huang Zihang Jiang S. Kevin Zhou 78 1 0 21 Jan 2025
Patch-aware Vector Quantized Codebook Learning for Unsupervised Visual Defect Detection Qisen Cheng Shuhui Qu Janghwan Lee 51 4 0 17 Jan 2025
FlowCLAS: Enhancing Normalizing Flow Via Contrastive Learning For Anomaly Segmentation Chang Won Lee Selina Leveugle Svetlana Stolpner Chris Langley Paul Grouchy Jonathan Kelly Steven Waslander 75 0 0 29 Nov 2024
PaRCE: Probabilistic and Reconstruction-based Competency Estimation for CNN-based Image Classification Sara Pohland Claire Tomlin UQCV 66 1 0 22 Nov 2024
Identifying Spatio-Temporal Drivers of Extreme Events Mohamad Hakam Shams Eddin Juergen Gall AI4TS 48 0 0 31 Oct 2024
PaSTe: Improving the Efficiency of Visual Anomaly Detection at the Edge Manuel Barusco Francesco Borsatti Davide Dalle Pezze Francesco Paissan Elisabetta Farella Gian Antonio Susto 25 3 0 15 Oct 2024
Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection Jiawen Zhu Yew-Soon Ong Chunhua Shen Guansong Pang 28 1 0 14 Oct 2024
DAS3D: Dual-modality Anomaly Synthesis for 3D Anomaly Detection Kecen Li Bingquan Dai Jingjing Fu Xinwen Hou 26 2 0 13 Oct 2024
RAD: A Dataset and Benchmark for Real-Life Anomaly Detection with Robotic Observations Kaichen Zhou Yang Cao Teawhan Kim H. Zhao Hao Dong Kai Ming Ting Ye Zhu 32 1 0 01 Oct 2024
ALLO: A Photorealistic Dataset and Data Generation Pipeline for Anomaly Detection During Robotic Proximity Operations in Lunar Orbit Selina Leveugle Chang Won Lee Svetlana Stolpner Chris Langley Paul Grouchy Steven Waslander Jonathan Kelly 23 1 0 30 Sep 2024
Texture-AD: An Anomaly Detection Dataset and Benchmark for Real Algorithm Development Tianwu Lei Bohan Wang Silin Chen Shurong Cao Ningmu Zou 35 1 0 10 Sep 2024
Competency-Aware Planning for Probabilistically Safe Navigation Under Perception Uncertainty Sara Pohland Claire Tomlin 33 0 0 09 Sep 2024
Uni-3DAD: GAN-Inversion Aided Universal 3D Anomaly Detection on Model-free Products Jiayu Liu Shancong Mou Nathan Gaw Yinan Wang 37 2 0 29 Aug 2024
Towards High-resolution 3D Anomaly Detection via Group-Level Feature Contrastive Learning Hongze Zhu Guoyang Xie Chengbin Hou Tao Dai Can Gao Jinbao Wang Linlin Shen 3DPC 39 7 0 08 Aug 2024
Textile Anomaly Detection: Evaluation of the State-of-the-Art for Automated Quality Inspection of Carpet Briony Forsberg Henry Williams Bruce MacDonald Tracy Chen Kirstine Hulse 28 0 0 26 Jul 2024
Looking for Tiny Defects via Forward-Backward Feature Transfer Alex Costanzino Pierluigi Zama Ramirez Giuseppe Lisanti Luigi Di Stefano 32 0 0 04 Jul 2024
Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization Sushovan Jena Arya Pulkit Kajal Singh Anoushka Banerjee Sharad Joshi Ananth Ganesh Dinesh Singh Arnav Bhavsar 37 1 0 03 Jul 2024
FANFOLD: Graph Normalizing Flows-driven Asymmetric Network for Unsupervised Graph-Level Anomaly Detection Rui Cao Shijie Xue Jindong Li Qi Wang Yi Chang 27 1 0 29 Jun 2024
Attention Fusion Reverse Distillation for Multi-Lighting Image Anomaly Detection Yiheng Zhang Yunkang Cao Tianhang Zhang Weiming Shen 21 0 0 07 Jun 2024
M3DM-NR: RGB-3D Noisy-Resistant Industrial Anomaly Detection via Multimodal Denoising Chengjie Wang Haokun Zhu Jinlong Peng Yue Wang Ran Yi Yunsheng Wu Lizhuang Ma J. J. Zhang 57 4 0 04 Jun 2024
Dinomaly: The Less Is More Philosophy in Multi-Class Unsupervised Anomaly Detection Jia Guo Shuai Lu Weihang Zhang Huiqi Li Huiqi Li Hongen Liao ViT 59 7 0 23 May 2024
MiniMaxAD: A Lightweight Autoencoder for Feature-Rich Anomaly Detection Feng Wang Chengming Liu Lei Shi Haibo Pang 32 1 0 16 May 2024
Fractals as Pre-training Datasets for Anomaly Detection and Localization C. Ugwu S. Casarin O. Lanz 27 0 0 11 May 2024
Attend, Distill, Detect: Attention-aware Entropy Distillation for Anomaly Detection Sushovan Jena Vishwas Saini Ujjwal Shaw Pavitra Jain Abhay Singh Raihal Anoushka Banerjee Sharad Joshi Ananth Ganesh Arnav Bhavsar 19 0 0 10 May 2024
MAPL: Memory Augmentation and Pseudo-Labeling for Semi-Supervised Anomaly Detection Junzhuo Chen Shitong Kang 34 0 0 10 May 2024
Advancing Pre-trained Teacher: Towards Robust Feature Discrepancy for Anomaly Detection Canhui Tang Sanpin Zhou Yizhe Li Yonghao Dong Le Wang 25 0 0 03 May 2024
Frequency-Guided Multi-Level Human Action Anomaly Detection with Normalizing Flows Shun Maeda Chunzhi Gu Junzhou Yu Shogo Tokai Shangce Gao Chao Zhang 24 0 0 26 Apr 2024
Multi-feature Reconstruction Network using Crossed-mask Restoration for Unsupervised Anomaly Detection Junpu Wang Guili Xu Chunlei Li Guangshuai Gao Yuehua Cheng 46 0 0 20 Apr 2024
SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection Mathis Kruse Marco Rudolph Dominik Woiwode Bodo Rosenhahn 3DGS 21 11 0 10 Apr 2024
PromptAD: Learning Prompts with only Normal Samples for Few-Shot Anomaly Detection Xiaofan Li Zhizhong Zhang Xin Tan Chengwei Chen Yanyun Qu Yuan Xie Lizhuang Ma VLM 47 36 0 08 Apr 2024
Test Time Training for Industrial Anomaly Segmentation Alex Costanzino Pierluigi Zama Ramirez Mirko Del Moro Agostino Aiezzo Giuseppe Lisanti Samuele Salti Luigi Di Stefano 35 0 0 04 Apr 2024
Absolute-Unified Multi-Class Anomaly Detection via Class-Agnostic Distribution Alignment Jia Guo Haonan Han Shuai Lu Weihang Zhang Huiqi Li 22 0 0 31 Mar 2024
Unveiling the Anomalies in an Ever-Changing World: A Benchmark for Pixel-Level Anomaly Detection in Continual Learning Nikola Bugarin Jovana Bugaric Manuel Barusco Davide Dalle Pezze Gian Antonio Susto 42 4 0 19 Mar 2024
Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts Jiawen Zhu Guansong Pang VLM 53 35 0 11 Mar 2024
CSE: Surface Anomaly Detection with Contrastively Selected Embedding Simon Thomine H. Snoussi 33 1 0 04 Mar 2024
A SAM-guided Two-stream Lightweight Model for Anomaly Detection Chenghao Li Lei Qi Xin Geng 21 4 0 29 Feb 2024
Objective and Interpretable Breast Cosmesis Evaluation with Attention Guided Denoising Diffusion Anomaly Detection Model Sang-Il Park Yong Bae Kim J. Chang Seo Hee Choi Hyungjin Chung Ik-jae Lee H. Byun DiffM MedIm 19 0 0 28 Feb 2024
Continuous Memory Representation for Anomaly Detection J. Lee Taejune Kim Eunbyung Park Simon S. Woo Jong Hwan Ko 29 7 0 28 Feb 2024
Structural Teacher-Student Normality Learning for Multi-Class Anomaly Detection and Localization Hanqiu Deng Xingyu Li 39 3 0 27 Feb 2024
Dual-Student Knowledge Distillation Networks for Unsupervised Anomaly Detection Liyi Yao Shaobing Gao 13 1 0 01 Feb 2024
MuSc: Zero-Shot Industrial Anomaly Classification and Segmentation with Mutual Scoring of the Unlabeled Images Xurui Li Ziming Huang Feng Xue Yu Zhou 20 20 0 30 Jan 2024