Imagen de Portada

PARIC: Probabilistic Attention Regularization for Language Guided Image Classification from Pre-trained Vison Language Models

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Nautiyal, Mayank, Gheorghe, Stela Arranz, Stefa, Kristiana, Ju, Li, Sintorn, Ida-Maria, Singh, Prashant
Formato:	Preprint
Publicado:	2025
Materias:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Disagreement-Regularized Importance Sampling for Adversarial Label Corruption
por: Horváth, Csongor, et al.
Publicado: (2026)

Epistemic Uncertainty Quantification for Pre-trained VLMs via Riemannian Flow Matching
por: Ju, Li, et al.
Publicado: (2026)

Debiasing Vison-Language Models with Text-Only Training
por: Yang, Yunfan, et al.
Publicado: (2024)

Probabilistic Language-Image Pre-Training
por: Chun, Sanghyuk, et al.
Publicado: (2024)

Unified Medical Image Pre-training in Language-Guided Common Semantic Space
por: He, Xiaoxuan, et al.
Publicado: (2023)

Advancing Myopia To Holism: Fully Contrastive Language-Image Pre-training
por: Wang, Haicheng, et al.
Publicado: (2024)

3D Scene Graph Guided Vision-Language Pre-training
por: Liu, Hao, et al.
Publicado: (2024)

Lightweight Model Pre-training via Language Guided Knowledge Distillation
por: Li, Mingsheng, et al.
Publicado: (2024)

A Generative Adversarial Approach to Adversarial Attacks Guided by Contrastive Language-Image Pre-trained Model
por: Soor, Sampriti, et al.
Publicado: (2025)

PLIP: Language-Image Pre-training for Person Representation Learning
por: Zuo, Jialong, et al.
Publicado: (2023)

DreamLIP: Language-Image Pre-training with Long Captions
por: Zheng, Kecheng, et al.
Publicado: (2024)

Let ViT Speak: Generative Language-Image Pre-training
por: Fang, Yan, et al.
Publicado: (2026)

Zero-Shot Referring Expression Comprehension via Vison-Language True/False Verification
por: Liu, Jeffrey, et al.
Publicado: (2025)

Anatomical Structure-Guided Medical Vision-Language Pre-training
por: Li, Qingqiu, et al.
Publicado: (2024)

Towards Scalable Language-Image Pre-training for 3D Medical Imaging
por: Zhao, Chenhui, et al.
Publicado: (2025)

GeoFlowVLM: Geometry-Aware Joint Uncertainty for Frozen Vision-Language Embedding
por: Nautiyal, Mayank, et al.
Publicado: (2026)

A Closer Look at the Explainability of Contrastive Language-Image Pre-training
por: Li, Yi, et al.
Publicado: (2023)

OpenPath: Open-Set Active Learning for Pathology Image Classification via Pre-trained Vision-Language Models
por: Zhong, Lanfeng, et al.
Publicado: (2025)

Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification
por: Ye, Yaoqin, et al.
Publicado: (2024)

IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training
por: Liu, Che, et al.
Publicado: (2023)

FLAME: Frozen Large Language Models Enable Data-Efficient Language-Image Pre-training
por: Cao, Anjia, et al.
Publicado: (2024)

Universal Image Restoration Pre-training via Degradation Classification
por: Hu, JiaKui, et al.
Publicado: (2025)

Multi-Resolution Pathology-Language Pre-training Model with Text-Guided Visual Representation
por: Albastaki, Shahad, et al.
Publicado: (2025)

MLIP: Medical Language-Image Pre-training with Masked Local Representation Learning
por: Liu, Jiarun, et al.
Publicado: (2024)

LoTLIP: Improving Language-Image Pre-training for Long Text Understanding
por: Wu, Wei, et al.
Publicado: (2024)

ELIP: Efficient Discriminative Language-Image Pre-training with Fewer Vision Tokens
por: Guo, Yangyang, et al.
Publicado: (2023)

Continual Retinal Vision-Language Pre-training upon Incremental Imaging Modalities
por: Yao, Yuang, et al.
Publicado: (2025)

SAMIRO: Spatial Attention Mutual Information Regularization with a Pre-trained Model as Oracle for Lane Detection
por: Lee, Hyunjong, et al.
Publicado: (2025)

Contrastive Language Video Time Pre-training
por: Liu, Hengyue, et al.
Publicado: (2024)

VILA: On Pre-training for Visual Language Models
por: Lin, Ji, et al.
Publicado: (2023)

TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data
por: Du, Siyi, et al.
Publicado: (2024)

Universal Image Restoration Pre-training via Masked Degradation Classification
por: Hu, JiaKui, et al.
Publicado: (2025)

MedFILIP: Medical Fine-grained Language-Image Pre-training
por: Liang, Xinjie, et al.
Publicado: (2025)

VELVET-Med: Vision and Efficient Language Pre-training for Volumetric Imaging Tasks in Medicine
por: Zhang, Ziyang, et al.
Publicado: (2025)

Semantics-enhanced Cross-modal Masked Image Modeling for Vision-Language Pre-training
por: Liu, Haowei, et al.
Publicado: (2024)

UniQA: Unified Vision-Language Pre-training for Image Quality and Aesthetic Assessment
por: Zhou, Hantao, et al.
Publicado: (2024)

Supervised Multilabel Image Classification Using Residual Networks with Probabilistic Reasoning
por: Singh, Lokender, et al.
Publicado: (2025)

A Closer Look at Benchmarking Self-Supervised Pre-training with Image Classification
por: Marks, Markus, et al.
Publicado: (2024)

Efficient Vision-Language Pre-training by Cluster Masking
por: Wei, Zihao, et al.
Publicado: (2024)

Enhancing Vision-Language Pre-training with Rich Supervisions
por: Gao, Yuan, et al.
Publicado: (2024)