Cover Image

Triad: Empowering LMM-based Anomaly Detection with Vision Expert-guided Visual Tokenizer and Manufacturing Process

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Yuanze, Yuan, Shihao, Wang, Haolin, Li, Qizhang, Liu, Ming, Xu, Chen, Shi, Guangming, Zuo, Wangmeng
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Myriad: Large Multimodal Model by Applying Vision Experts for Industrial Anomaly Detection
by: Li, Yuanze, et al.
Published: (2023)

Deciphering the Chaos: Enhancing Jailbreak Attacks via Adversarial Prompt Translation
by: Li, Qizhang, et al.
Published: (2024)

Improved Generation of Adversarial Examples Against Safety-aligned LLMs
by: Li, Qizhang, et al.
Published: (2024)

Empower Vision Applications with LoRA LMM
by: Mi, Liang, et al.
Published: (2024)

Improving Transferability of Adversarial Examples via Bayesian Attacks
by: Li, Qizhang, et al.
Published: (2023)

Grounding-MD: Grounded Video-language Pre-training for Open-World Moment Detection
by: Zhuang, Weijun, et al.
Published: (2025)

GLAD: Towards Better Reconstruction with Global and Local Adaptive Diffusion Models for Unsupervised Anomaly Detection
by: Yao, Hang, et al.
Published: (2024)

GLaVE-Cap: Global-Local Aligned Video Captioning with Vision Expert Integration
by: Xu, Wan, et al.
Published: (2025)

Unprejudiced Training Auxiliary Tasks Makes Primary Better: A Multi-Task Learning Perspective
by: Li, Yuanze, et al.
Published: (2024)

LPT++: Efficient Training on Mixture of Long-tailed Experts
by: Dong, Bowen, et al.
Published: (2024)

Retrieval Augmented Image Harmonization
by: Wang, Haolin, et al.
Published: (2024)

ConSept: Continual Semantic Segmentation via Adapter-based Vision Transformer
by: Dong, Bowen, et al.
Published: (2024)

Cross-Sensor RGB Spectrograms: A Visual Method for Anomaly Detection in Classical and Quantum Magnetometer Triads
by: Pandey, Manas
Published: (2026)

Mixture of Nested Experts: Adaptive Processing of Visual Tokens
by: Jain, Gagan, et al.
Published: (2024)

Pseudo Replay-based Class Continual Learning for Online New Category Anomaly Detection in Advanced Manufacturing
by: Li, Yuxuan, et al.
Published: (2023)

Responsible Visual Editing
by: Ni, Minheng, et al.
Published: (2024)

Multi‐Task Learning Empowered Anomaly Detection for Internet of Power Systems
by: Xin Li, et al.
Published: (2025)

Empowering Visual Artists with Tokenized Digital Assets with NFTs
by: Li, Ruiqiang, et al.
Published: (2024)

Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising
by: Li, Junyi, et al.
Published: (2024)

Lie Flow: Video Dynamic Fields Modeling and Predicting with Lie Algebra as Geometric Physics Principle
by: Qiao, Weidong, et al.
Published: (2026)

LMM-PCQA: Assisting Point Cloud Quality Assessment with LMM
by: Zhang, Zicheng, et al.
Published: (2024)

Q-Adapt: Adapting LMM for Visual Quality Assessment with Progressive Instruction Tuning
by: Lu, Yiting, et al.
Published: (2025)

Towards Token-Level Text Anomaly Detection
by: Cao, Yang, et al.
Published: (2026)

On-Device Continual Learning for Unsupervised Visual Anomaly Detection in Dynamic Manufacturing
by: Ren, Haoyu, et al.
Published: (2025)

An Unsupervised Time Series Anomaly Detection Approach for Efficient Online Process Monitoring of Additive Manufacturing
by: Cantu, Frida, et al.
Published: (2025)

Image-Based Visual Servoing for Enhanced Cooperation of Dual-Arm Manipulation
by: Zhang, Zizhe, et al.
Published: (2024)

No Need For Real Anomaly: MLLM Empowered Zero-Shot Video Anomaly Detection
by: Dai, Zunkai, et al.
Published: (2026)

AnomalyLMM: Bridging Generative Knowledge and Discriminative Retrieval for Text-Based Person Anomaly Search
by: Ju, Hao, et al.
Published: (2025)

Expert-Guided Extinction of Toxic Tokens for Debiased Generation
by: Sun, Xueyao, et al.
Published: (2024)

VisualAD: Language-Free Zero-Shot Anomaly Detection via Vision Transformer
by: Hou, Yanning, et al.
Published: (2026)

Enhanced Generative Structure Prior for Chinese Text Image Super-resolution
by: Li, Xiaoming, et al.
Published: (2025)

LMM-Det: Make Large Multimodal Models Excel in Object Detection
by: Li, Jincheng, et al.
Published: (2025)

Visual-O1: Understanding Ambiguous Instructions via Multi-modal Multi-turn Chain-of-thoughts Reasoning
by: Ni, Minheng, et al.
Published: (2024)

An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes
by: Qi, Ji, et al.
Published: (2025)

Multi-Timescale Motion-Decoupled Spiking Transformer for Audio-Visual Zero-Shot Learning
by: Li, Wenrui, et al.
Published: (2025)

FinLMM-R1: Enhancing Financial Reasoning in LMM through Scalable Data and Reward Design
by: Lan, Kai, et al.
Published: (2025)

Unveiling Context-Related Anomalies: Knowledge Graph Empowered Decoupling of Scene and Action for Human-Related Video Anomaly Detection
by: Chen, Chenglizhao, et al.
Published: (2024)

Foundation Models for Anomaly Detection: Vision and Challenges
by: Ren, Jing, et al.
Published: (2025)

Foundation Models for Anomaly Detection: Vision and Challenges
by: Jing Ren, et al.
Published: (2025)

KUKAloha: A General, Low-Cost, and Shared-Control based Teleoperation Framework for Construction Robot Arm
by: Xu, Yifan, et al.
Published: (2026)