Image de couverture de livre

LPN: Language-guided Prototypical Network for few-shot classification

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Cheng, Kaihui, Yang, Chule, Liu, Xiao, Guan, Naiyang, Wang, Zhiyuan
Format:	Preprint
Publié:	2023
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

SPENet: Self-guided Prototype Enhancement Network for Few-shot Medical Image Segmentation
par: Fan, Chao, et autres
Publié: (2025)

CLIP-guided Prototype Modulating for Few-shot Action Recognition
par: Wang, Xiang, et autres
Publié: (2023)

Confidence-calibrated covariate shift correction for few-shot classification in Vision-Language Models
par: Khan, Behraj, et autres
Publié: (2025)

Initialization matters in few-shot adaptation of vision-language models for histopathological image classification
par: Meseguer, Pablo, et autres
Publié: (2026)

PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks
par: Neseem, Marina, et autres
Publié: (2024)

Accelerating Rectified Flow Models via Trajectory-Aware Caching
par: Liu, Xiao, et autres
Publié: (2026)

Vocabulary-free few-shot learning for Vision-Language Models
par: Zanella, Maxime, et autres
Publié: (2025)

Local Foreground Selection aware Attentive Feature Reconstruction for few-shot fine-grained plant species classification
par: Zulfiqar, Aisha, et autres
Publié: (2025)

Adaptive few-shot learning for robust part quality classification in two-photon lithography
par: Jia, Sixian, et autres
Publié: (2026)

Spatial frequency information fusion network for few-shot learning
par: Zhao, Wenqing, et autres
Publié: (2025)

Augmenting Prototype Network with TransMix for Few-shot Hyperspectral Image Classification
par: Liu, Chun, et autres
Publié: (2024)

Noise-aware few-shot learning through bi-directional multi-view prompt alignment
par: Niu, Lu, et autres
Publié: (2026)

Support-Query Prototype Fusion Network for Few-shot Medical Image Segmentation
par: Wu, Xiaoxiao, et autres
Publié: (2024)

Adaptive receptive field-based spatial-frequency feature reconstruction network for few-shot fine-grained image classification
par: Zhang, Linyue, et autres
Publié: (2026)

Probabilistic Prototype Calibration of Vision-Language Models for Generalized Few-shot Semantic Segmentation
par: Liu, Jie, et autres
Publié: (2025)

Symmetrical Joint Learning Support-query Prototypes for Few-shot Segmentation
par: Li, Qun, et autres
Publié: (2024)

Query-guided Prototype Evolution Network for Few-Shot Segmentation
par: Cong, Runmin, et autres
Publié: (2024)

MAEDAY: MAE for few and zero shot AnomalY-Detection
par: Schwartz, Eli, et autres
Publié: (2022)

Few-shot Unknown Class Discovery of Hyperspectral Images with Prototype Learning and Clustering
par: Liu, Chun, et autres
Publié: (2025)

Enhancing Zero-shot Counting via Language-guided Exemplar Learning
par: Wang, Mingjie, et autres
Publié: (2024)

Dynamic Prototype Adaptation with Distillation for Few-shot Point Cloud Segmentation
par: Liu, Jie, et autres
Publié: (2024)

PrototypeFormer: Learning to Explore Prototype Relationships for Few-shot Image Classification
par: Su, Meijuan, et autres
Publié: (2023)

Adaptive Prototype Model for Attribute-based Multi-label Few-shot Action Recognition
par: Xiao, Juefeng, et autres
Publié: (2025)

Learning Clustering-based Prototypes for Compositional Zero-shot Learning
par: Qu, Hongyu, et autres
Publié: (2025)

MedFocusCLIP : Improving few shot classification in medical datasets using pixel wise attention
par: Arora, Aadya, et autres
Publié: (2025)

Patch-based Intuitive Multimodal Prototypes Network (PIMPNet) for Alzheimer's Disease classification
par: De Santi, Lisa Anita, et autres
Publié: (2024)

PoseAnything: Universal Pose-guided Video Generation with Part-aware Temporal Coherence
par: Wang, Ruiyan, et autres
Publié: (2025)

ProtoDiv: Prototype-guided Division of Consistent Pseudo-bags for Whole-slide Image Classification
par: Yang, Rui, et autres
Publié: (2023)

Foundation Model or Finetune? Evaluation of few-shot semantic segmentation for river pollution
par: Don, Marga, et autres
Publié: (2024)

Few to Big: Prototype Expansion Network via Diffusion Learner for Point Cloud Few-shot Semantic Segmentation
par: Zhao, Qianguang, et autres
Publié: (2025)

Few-shot Open Relation Extraction with Gaussian Prototype and Adaptive Margin
par: Guo, Tianlin, et autres
Publié: (2024)

Task Consistent Prototype Learning for Incremental Few-shot Semantic Segmentation
par: Xu, Wenbo, et autres
Publié: (2024)

CLIP-driven Outliers Synthesis for few-shot OOD detection
par: Sun, Hao, et autres
Publié: (2024)

Two-stream joint matching method based on contrastive learning for few-shot action recognition
par: Deng, Long, et autres
Publié: (2024)

Alleviating Textual Reliance in Medical Language-guided Segmentation via Prototype-driven Semantic Approximation
par: Ye, Shuchang, et autres
Publié: (2025)

Prototype-Based Low Altitude UAV Semantic Segmentation
par: Zhang, Da, et autres
Publié: (2026)

Zero-shot sketch-based remote sensing image retrieval based on multi-level and attention-guided tokenization
par: Yang, Bo, et autres
Publié: (2024)

Retrieval-enriched zero-shot image classification in low-resource domains
par: Dall'Asen, Nicola, et autres
Publié: (2024)

Structured Output Regularization: a framework for few-shot transfer learning
par: Ewen, Nicolas, et autres
Publié: (2025)

BayesAdapter: enhanced uncertainty estimation in CLIP few-shot adaptation
par: Morales-Álvarez, Pablo, et autres
Publié: (2024)