FisherMask: Enhancing Neural Network Labeling Efficiency in Image Classification Using Fisher Information
Fuente:
arXiv
Enregistré dans:
| Auteurs principaux: | Gul, Shreen, Elmahallawy, Mohamed, Madria, Sanjay, Tripathy, Ardhendu |
|---|---|
| Format: | Preprint |
| Publié: |
2024
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
Documents similaires
Prototype Fusion: A Training-Free Multi-Layer Approach to OOD Detection
par: Gul, Shreen, et autres
Publié: (2026)
par: Gul, Shreen, et autres
Publié: (2026)
LPLgrad: Optimizing Active Learning Through Gradient Norm Sample Selection and Auxiliary Model Training
par: Gul, Shreen, et autres
Publié: (2024)
par: Gul, Shreen, et autres
Publié: (2024)
Explaining the Unseen: Multimodal Vision-Language Reasoning for Situational Awareness in Underground Mining Disasters
par: Jewel, Mizanur Rahman, et autres
Publié: (2025)
par: Jewel, Mizanur Rahman, et autres
Publié: (2025)
DIS-Mine: Instance Segmentation for Disaster-Awareness in Poor-Light Condition in Underground Mines
par: Jewel, Mizanur Rahman, et autres
Publié: (2024)
par: Jewel, Mizanur Rahman, et autres
Publié: (2024)
Scalable Whole Slide Image Representation Using K-Mean Clustering and Fisher Vector Aggregation
par: Gupta, Ravi Kant, et autres
Publié: (2025)
par: Gupta, Ravi Kant, et autres
Publié: (2025)
Landmark-based Localization using Stereo Vision and Deep Learning in GPS-Denied Battlefield Environment
par: Sapkota, Ganesh, et autres
Publié: (2024)
par: Sapkota, Ganesh, et autres
Publié: (2024)
Landmark Stereo Dataset for Landmark Recognition and Moving Node Localization in a Non-GPS Battlefield Environment
par: Sapkota, Ganesh, et autres
Publié: (2024)
par: Sapkota, Ganesh, et autres
Publié: (2024)
Secure Navigation using Landmark-based Localization in a GPS-denied Environment
par: Sapkota, Ganesh, et autres
Publié: (2024)
par: Sapkota, Ganesh, et autres
Publié: (2024)
FisherRF: Active View Selection and Uncertainty Quantification for Radiance Fields using Fisher Information
par: Jiang, Wen, et autres
Publié: (2023)
par: Jiang, Wen, et autres
Publié: (2023)
Towards Label-Free Single-Cell Phenotyping Using Multi-Task Learning
par: Nazir, Saqib, et autres
Publié: (2026)
par: Nazir, Saqib, et autres
Publié: (2026)
Personalized Federated Learning with Residual Fisher Information for Medical Image Segmentation
par: Zhu, Meilu, et autres
Publié: (2026)
par: Zhu, Meilu, et autres
Publié: (2026)
Hands-off Image Editing: Language-guided Editing without any Task-specific Labeling, Masking or even Training
par: Santos, Rodrigo, et autres
Publié: (2025)
par: Santos, Rodrigo, et autres
Publié: (2025)
Unlocking Neural Transparency: Jacobian Maps for Explainable AI in Alzheimer's Detection
par: Mustafa, Yasmine, et autres
Publié: (2025)
par: Mustafa, Yasmine, et autres
Publié: (2025)
Efficient Whole Slide Image Classification through Fisher Vector Representation
par: Gupta, Ravi Kant, et autres
Publié: (2024)
par: Gupta, Ravi Kant, et autres
Publié: (2024)
Efficient Brain Imaging Analysis for Alzheimer's and Dementia Detection Using Convolution-Derivative Operations
par: Mustafa, Yasmine, et autres
Publié: (2024)
par: Mustafa, Yasmine, et autres
Publié: (2024)
Few-Shot Histopathology Image Classification: Evaluating State-of-the-Art Methods and Unveiling Performance Insights
par: Sekhar, Ardhendu, et autres
Publié: (2024)
par: Sekhar, Ardhendu, et autres
Publié: (2024)
Fisher Information guided Purification against Backdoor Attacks
par: Karim, Nazmul, et autres
Publié: (2024)
par: Karim, Nazmul, et autres
Publié: (2024)
Beyond Image-Text Matching: Verb Understanding in Multimodal Transformers Using Guided Masking
par: Beňová, Ivana, et autres
Publié: (2024)
par: Beňová, Ivana, et autres
Publié: (2024)
A Multi-view Mask Contrastive Learning Graph Convolutional Neural Network for Age Estimation
par: Zhang, Yiping, et autres
Publié: (2024)
par: Zhang, Yiping, et autres
Publié: (2024)
Pseudo-Prompt Generating in Pre-trained Vision-Language Models for Multi-Label Medical Image Classification
par: Ye, Yaoqin, et autres
Publié: (2024)
par: Ye, Yaoqin, et autres
Publié: (2024)
FisherTune: Fisher-Guided Robust Tuning of Vision Foundation Models for Domain Generalized Segmentation
par: Zhao, Dong, et autres
Publié: (2025)
par: Zhao, Dong, et autres
Publié: (2025)
Multi-Level Correlation Network For Few-Shot Image Classification
par: Dang, Yunkai, et autres
Publié: (2024)
par: Dang, Yunkai, et autres
Publié: (2024)
Enhancing Fine-Grained Image Classifications via Cascaded Vision Language Models
par: Wei, Canshi
Publié: (2024)
par: Wei, Canshi
Publié: (2024)
Denoising Fisher Training For Neural Implicit Samplers
par: Luo, Weijian, et autres
Publié: (2024)
par: Luo, Weijian, et autres
Publié: (2024)
Improving Training-free Conditional Diffusion Model via Fisher Information
par: Song, Kaiyu, et autres
Publié: (2024)
par: Song, Kaiyu, et autres
Publié: (2024)
AIM: Asymmetric Information Masking for Visual Question Answering Continual Learning
par: Zhang, Peifeng, et autres
Publié: (2026)
par: Zhang, Peifeng, et autres
Publié: (2026)
Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss Function
par: Aslam, Muhammad Azeem, et autres
Publié: (2024)
par: Aslam, Muhammad Azeem, et autres
Publié: (2024)
When VLMs Meet Image Classification: Test Sets Renovation via Missing Label Identification
par: Pang, Zirui, et autres
Publié: (2025)
par: Pang, Zirui, et autres
Publié: (2025)
Using Multimodal Deep Neural Networks to Disentangle Language from Visual Aesthetics
par: Conwell, Colin, et autres
Publié: (2024)
par: Conwell, Colin, et autres
Publié: (2024)
A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
par: Chen, Zhihong, et autres
Publié: (2024)
par: Chen, Zhihong, et autres
Publié: (2024)
Towards Few-shot Entity Recognition in Document Images: A Graph Neural Network Approach Robust to Image Manipulation
par: Krishnan, Prashant, et autres
Publié: (2023)
par: Krishnan, Prashant, et autres
Publié: (2023)
Multimodal LLM Guided Exploration and Active Mapping using Fisher Information
par: Jiang, Wen, et autres
Publié: (2024)
par: Jiang, Wen, et autres
Publié: (2024)
On the Computation of the Fisher Information in Continual Learning
par: van de Ven, Gido M.
Publié: (2025)
par: van de Ven, Gido M.
Publié: (2025)
Image2Text2Image: A Novel Framework for Label-Free Evaluation of Image-to-Text Generation with Text-to-Image Diffusion Models
par: Huang, Jia-Hong, et autres
Publié: (2024)
par: Huang, Jia-Hong, et autres
Publié: (2024)
The Devil is in the EOS: Sequence Training for Detailed Image Captioning
par: Mohamed, Abdelrahman, et autres
Publié: (2025)
par: Mohamed, Abdelrahman, et autres
Publié: (2025)
Cross-Domain Evaluation of Few-Shot Classification Models: Natural Images vs. Histopathological Images
par: Sekhar, Ardhendu, et autres
Publié: (2024)
par: Sekhar, Ardhendu, et autres
Publié: (2024)
Hierarchical Mask-Enhanced Dual Reconstruction Network for Few-Shot Fine-Grained Image Classification
par: Luo, Ning, et autres
Publié: (2025)
par: Luo, Ning, et autres
Publié: (2025)
Centered Masking for Language-Image Pre-Training
par: Liang, Mingliang, et autres
Publié: (2024)
par: Liang, Mingliang, et autres
Publié: (2024)
Advancing Cache-Based Few-Shot Classification via Patch-Driven Relational Gated Graph Attention
par: Ahmad, Tasweer, et autres
Publié: (2025)
par: Ahmad, Tasweer, et autres
Publié: (2025)
Label Smoothing++: Enhanced Label Regularization for Training Neural Networks
par: Chhabra, Sachin, et autres
Publié: (2025)
par: Chhabra, Sachin, et autres
Publié: (2025)
Documents similaires
-
Prototype Fusion: A Training-Free Multi-Layer Approach to OOD Detection
par: Gul, Shreen, et autres
Publié: (2026) -
LPLgrad: Optimizing Active Learning Through Gradient Norm Sample Selection and Auxiliary Model Training
par: Gul, Shreen, et autres
Publié: (2024) -
Explaining the Unseen: Multimodal Vision-Language Reasoning for Situational Awareness in Underground Mining Disasters
par: Jewel, Mizanur Rahman, et autres
Publié: (2025) -
DIS-Mine: Instance Segmentation for Disaster-Awareness in Poor-Light Condition in Underground Mines
par: Jewel, Mizanur Rahman, et autres
Publié: (2024) -
Scalable Whole Slide Image Representation Using K-Mean Clustering and Fisher Vector Aggregation
par: Gupta, Ravi Kant, et autres
Publié: (2025)