Cover Image

FiLo: Zero-Shot Anomaly Detection by Fine-Grained Description and High-Quality Localization

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gu, Zhaopeng, Zhu, Bingke, Zhu, Guibo, Chen, Yingying, Li, Hao, Tang, Ming, Wang, Jinqiao
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

FiLo++: Zero-/Few-Shot Anomaly Detection by Fused Fine-Grained Descriptions and Deformable Localization
by: Gu, Zhaopeng, et al.
Published: (2025)

UniVAD: A Training-free Unified Model for Few-shot Visual Anomaly Detection
by: Gu, Zhaopeng, et al.
Published: (2024)

AnomalyMoE: Towards a Language-free Generalist Model for Unified Visual Anomaly Detection
by: Gu, Zhaopeng, et al.
Published: (2025)

Quality-Aware Language-Conditioned Local Auto-Regressive Anomaly Synthesis and Detection
by: Qian, Long, et al.
Published: (2025)

MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection
by: Qian, Long, et al.
Published: (2025)

LINK: Adaptive Modality Interaction for Audio-Visual Video Parsing
by: Wang, Langyu, et al.
Published: (2024)

MROVSeg: Breaking the Resolution Curse of Vision-Language Models in Open-Vocabulary Image Segmentation
by: Zhu, Yuanbing, et al.
Published: (2024)

MUG: Pseudo Labeling Augmented Audio-Visual Mamba Network for Audio-Visual Video Parsing
by: Wang, Langyu, et al.
Published: (2025)

Optimization of Prompt Learning via Multi-Knowledge Representation for Vision-Language Models
by: Zhang, Enming, et al.
Published: (2024)

Semantic Noise Reduction via Teacher-Guided Dual-Path Audio-Visual Representation Learning
by: Wang, Linge, et al.
Published: (2026)

FB-CLIP: Fine-Grained Zero-Shot Anomaly Detection with Foreground-Background Disentanglement
by: Hu, Ming, et al.
Published: (2026)

Bootstrap Fine-Grained Vision-Language Alignment for Unified Zero-Shot Anomaly Localization
by: Deng, Hanqiu, et al.
Published: (2023)

Friend or Foe? Harnessing Controllable Overfitting for Anomaly Detection
by: Qian, Long, et al.
Published: (2024)

Fine-Grained Zero-Shot Object Detection
by: Ma, Hongxu, et al.
Published: (2025)

Monocular Lane Detection Based on Deep Learning: A Survey
by: He, Xin, et al.
Published: (2024)

AnomalyAgent: Training-Free Agentic Models for Zero-/Few-Shot Anomaly Detection
by: Zhang, Yi, et al.
Published: (2026)

Auto DragGAN: Editing the Generative Image Manifold in an Autoregressive Manner
by: Cai, Pengxiang, et al.
Published: (2024)

PA-CLIP: Enhancing Zero-Shot Anomaly Detection through Pseudo-Anomaly Awareness
by: Pan, Yurui, et al.
Published: (2025)

BFRFormer: Transformer-based generator for Real-World Blind Face Restoration
by: Ge, Guojing, et al.
Published: (2024)

Fine-grained Abnormality Prompt Learning for Zero-shot Anomaly Detection
by: Zhu, Jiawen, et al.
Published: (2024)

Towards Fine-Grained Vision-Language Alignment for Few-Shot Anomaly Detection
by: Fan, Yuanting, et al.
Published: (2025)

Zero-Shot Aerial Object Detection with Visual Description Regularization
by: Zang, Zhengqing, et al.
Published: (2024)

LoFi: Vision-Aided Label Generator for Wi-Fi Localization and Tracking
by: Zhao, Zijian, et al.
Published: (2024)

A Benchmark for Crime Surveillance Video Analysis with Large Models
by: Chen, Haoran, et al.
Published: (2025)

Semantic Iterative Reconstruction: One-Shot Universal Anomaly Detection
by: Zhu, Ning
Published: (2026)

SETR: A Two-Stage Semantic-Enhanced Framework for Zero-Shot Composed Image Retrieval
by: Xiao, Yuqi, et al.
Published: (2025)

On the Problem of Consistent Anomalies in Zero-Shot Anomaly Detection
by: Le-Gia, Tai
Published: (2025)

On the Problem of Consistent Anomalies in Zero-Shot Industrial Anomaly Detection
by: Le-Gia, Tai, et al.
Published: (2025)

FOCUS: Fine-grained Optimization with Semantic Guided Understanding for Pedestrian Attributes Recognition
by: An, Hongyan, et al.
Published: (2025)

AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM
by: Ahn, Sunghyun, et al.
Published: (2025)

Fine-Grained Zero-Shot Learning with Attribute-Centric Representations
by: Chen, Zhi, et al.
Published: (2025)

Fine-Grained Zero-Shot Learning: Advances, Challenges, and Prospects
by: Guo, Jingcai, et al.
Published: (2024)

LoFi: Location-Aware Fine-Grained Representation Learning for Chest X-ray
by: Kang, Myeongkyun, et al.
Published: (2026)

UniFGVC: Universal Training-Free Few-Shot Fine-Grained Vision Classification via Attribute-Aware Multimodal Retrieval
by: Guo, Hongyu, et al.
Published: (2025)

Text-guided Fine-Grained Video Anomaly Understanding
by: Gu, Jihao, et al.
Published: (2025)

Decoupled Similarity for Task-Aware Token Pruning in Large Vision-Language Models
by: Ma, Kexin, et al.
Published: (2026)

Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection
by: Qu, Zhen, et al.
Published: (2025)

Dual-Image Enhanced CLIP for Zero-Shot Anomaly Detection
by: Zhang, Zhaoxiang, et al.
Published: (2024)

Zero-Shot Anomaly Detection with Dual-Branch Prompt Selection
by: Wang, Zihan, et al.
Published: (2025)

MRAD: Zero-Shot Anomaly Detection with Memory-Driven Retrieval
by: Xu, Chaoran, et al.
Published: (2026)