Cover Image

MVREC: A General Few-shot Defect Classification Model Using Multi-View Region-Context

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lyu, Shuai, Zhang, Rongchen, Ma, Zeqi, Liao, Fangjian, Mo, Dongmei, Wong, Waikeung
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

REB: Reducing Biases in Representation for Industrial Anomaly Detection
by: Lyu, Shuai, et al.
Published: (2023)

FashionM3: Multimodal, Multitask, and Multiround Fashion Assistant based on Unified Vision-Language Model
by: Pang, Kaicheng, et al.
Published: (2025)

Dress Well via Fashion Cognitive Learning
by: Pang, Kaicheng, et al.
Published: (2022)

Few-shot Defect Image Generation based on Consistency Modeling
by: Shi, Qingfeng, et al.
Published: (2024)

Garments2Look: A Multi-Reference Dataset for High-Fidelity Outfit-Level Virtual Try-On with Clothing and Accessories
by: Hu, Junyao, et al.
Published: (2026)

Generic Objects as Pose Probes for Few-shot View Synthesis
by: Gao, Zhirui, et al.
Published: (2024)

MSCPT: Few-shot Whole Slide Image Classification with Multi-scale and Context-focused Prompt Tuning
by: Han, Minghao, et al.
Published: (2024)

Augmenting Prototype Network with TransMix for Few-shot Hyperspectral Image Classification
by: Liu, Chun, et al.
Published: (2024)

Structure Consistent Gaussian Splatting with Matching Prior for Few-shot Novel View Synthesis
by: Peng, Rui, et al.
Published: (2024)

Few-shot Image Generation via Masked Discrimination
by: Zhu, Jingyuan, et al.
Published: (2022)

Modeling Multi-modal Cross-interaction for Multi-label Few-shot Image Classification Based on Local Feature Selection
by: Yan, Kun, et al.
Published: (2024)

Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models
by: Meng, Tian, et al.
Published: (2024)

Adaptive Semantic Consistency for Cross-domain Few-shot Classification
by: Lu, Hengchu, et al.
Published: (2023)

Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification
by: Rong, Jintao, et al.
Published: (2023)

Is Vanilla MLP in Neural Radiance Field Enough for Few-shot View Synthesis?
by: Zhu, Hanxin, et al.
Published: (2024)

FSGS: Real-Time Few-shot View Synthesis using Gaussian Splatting
by: Zhu, Zehao, et al.
Published: (2023)

Revisiting Continuity of Image Tokens for Cross-domain Few-shot Learning
by: Yi, Shuai, et al.
Published: (2025)

Siamese Transformer Networks for Few-shot Image Classification
by: Jiang, Weihao, et al.
Published: (2024)

Flatness Improves Backbone Generalisation in Few-shot Classification
by: Li, Rui, et al.
Published: (2024)

Few-shot Adaptation of Multi-modal Foundation Models: A Survey
by: Liu, Fan, et al.
Published: (2024)

Data Adaptive Few-shot Multi Label Segmentation with Foundation Model
by: Reddy, Gurunath, et al.
Published: (2024)

Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach
by: Hossain, Mir Rayat Imtiaz, et al.
Published: (2024)

MAPLE: Multi-scale Attribute-enhanced Prompt Learning for Few-shot Whole Slide Image Classification
by: Zhou, Junjie, et al.
Published: (2025)

FishAI 2.0: Marine Fish Image Classification with Multi-modal Few-shot Learning
by: Yang, Chenghan, et al.
Published: (2025)

Pathology-knowledge Enhanced Multi-instance Prompt Learning for Few-shot Whole Slide Image Classification
by: Qu, Linhao, et al.
Published: (2024)

Reconstruction Guided Few-shot Network For Remote Sensing Image Classification
by: Jaiswal, Mohit, et al.
Published: (2026)

FewViewGS: Gaussian Splatting with Few View Matching and Multi-stage Training
by: Yin, Ruihong, et al.
Published: (2024)

Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images
by: Brokman, Jonathan, et al.
Published: (2025)

Few-shot Writer Adaptation via Multimodal In-Context Learning
by: Simon, Tom, et al.
Published: (2026)

Knowledge NeRF: Few-shot Novel View Synthesis for Dynamic Articulated Objects
by: Cai, Wenxiao, et al.
Published: (2024)

LERENet: Eliminating Intra-class Differences for Metal Surface Defect Few-shot Semantic Segmentation
by: Ding, Hanze, et al.
Published: (2024)

Task-Augmented Cross-View Imputation Network for Partial Multi-View Incomplete Multi-Label Classification
by: Zhao, Lian, et al.
Published: (2024)

PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification
by: Wang, Zhenwei, et al.
Published: (2024)

Few-shot Online Anomaly Detection and Segmentation
by: Wei, Shenxing, et al.
Published: (2024)

Applying ViT in Generalized Few-shot Semantic Segmentation
by: Geng, Liyuan, et al.
Published: (2024)

Few-shot Classification as Multi-instance Verification: Effective Backbone-agnostic Transfer across Domains
by: Xu, Xin, et al.
Published: (2025)

PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification
by: Su, Meijuan, et al.
Published: (2023)

NexViTAD: Few-shot Unsupervised Cross-Domain Defect Detection via Vision Foundation Models and Multi-Task Learning
by: Mu, Tianwei, et al.
Published: (2025)

Video Diffusion Models are Training-free Motion Interpreter and Controller
by: Xiao, Zeqi, et al.
Published: (2024)

GoLF-NRT: Integrating Global Context and Local Geometry for Few-Shot View Synthesis
by: Wang, You, et al.
Published: (2025)