Copertina

FACTUAL: A Novel Framework for Contrastive Learning Based Robust SAR Image Classification

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Wang, Xu, Ye, Tian, Kannan, Rajgopal, Prasanna, Viktor
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computer Vision and Pattern Recognition Machine Learning
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Studying the Effects of Self-Attention on SAR Automatic Target Recognition
di: Fein-Ashley, Jacob, et al.
Pubblicazione: (2024)

Adversarial Training in Low-Label Regimes with Margin-Based Interpolation
di: Ye, Tian, et al.
Pubblicazione: (2024)

Benchmarking Deep Learning Classifiers for SAR Automatic Target Recognition
di: Fein-Ashley, Jacob, et al.
Pubblicazione: (2023)

A Single Graph Convolution Is All You Need: Efficient Grayscale Image Classification
di: Fein-Ashley, Jacob, et al.
Pubblicazione: (2024)

PAHD: Perception-Action based Human Decision Making using Explainable Graph Neural Networks on SAR Images
di: Wijeratne, Sasindu, et al.
Pubblicazione: (2024)

Uncertainty-Aware SAR ATR: Defending Against Adversarial Attacks via Bayesian Neural Networks
di: Ye, Tian, et al.
Pubblicazione: (2024)

PCM-SAR: Physics-Driven Contrastive Mutual Learning for SAR Classification
di: Wang, Pengfei, et al.
Pubblicazione: (2025)

ClusterViG: Efficient Globally Aware Vision GNNs via Image Partitioning
di: Parikh, Dhruv, et al.
Pubblicazione: (2025)

ConsensusDrop: Fusing Visual and Cross-Modal Saliency for Efficient Vision Language Models
di: Parikh, Dhruv, et al.
Pubblicazione: (2026)

Latent Denoising Improves Visual Alignment in Large Multimodal Models
di: Parikh, Dhruv, et al.
Pubblicazione: (2026)

Dual-branch PolSAR Image Classification Based on GraphMAE and Local Feature Extraction
di: Wang, Yuchen, et al.
Pubblicazione: (2024)

VTR: An Optimized Vision Transformer for SAR ATR Acceleration on FPGA
di: Wickramasinghe, Sachini, et al.
Pubblicazione: (2024)

A Lightweight Medical Image Classification Framework via Self-Supervised Contrastive Learning and Quantum-Enhanced Feature Modeling
di: Xia, Jingsong, et al.
Pubblicazione: (2026)

Classification of Polarimetric SAR Images Using Compact Convolutional Neural Networks
di: Ahishali, Mete, et al.
Pubblicazione: (2020)

GCV-Turbo: End-to-end Acceleration of GNN-based Computer Vision Tasks on FPGA
di: Zhang, Bingyi, et al.
Pubblicazione: (2024)

Can Graphs Help Vision SSMs See Better?
di: Parikh, Dhruv, et al.
Pubblicazione: (2026)

TabConv: Low-Computation CNN Inference via Table Lookups
di: Gupta, Neelesh, et al.
Pubblicazione: (2024)

Confidence-aware Contrastive Learning for Selective Classification
di: Wu, Yu-Chang, et al.
Pubblicazione: (2024)

Prompt Learning for Oriented Power Transmission Tower Detection in High-Resolution SAR Images
di: Li, Tianyang, et al.
Pubblicazione: (2024)

UrbanFusion: Stochastic Multimodal Fusion for Contrastive Learning of Robust Spatial Representations
di: Mühlematter, Dominik J., et al.
Pubblicazione: (2025)

Lightweight CNNs for Embedded SAR Ship Target Detection and Classification
di: Kresse, Fabian, et al.
Pubblicazione: (2025)

A Contrastive Learning Framework Empowered by Attention-based Feature Adaptation for Street-View Image Classification
di: You, Qi, et al.
Pubblicazione: (2026)

Classification of Breast Cancer Histopathology Images using a Modified Supervised Contrastive Learning Method
di: Sani, Matina Mahdizadeh, et al.
Pubblicazione: (2024)

Supervised Contrastive Vision Transformer for Breast Histopathological Image Classification
di: Shiri, Mohammad, et al.
Pubblicazione: (2024)

CLoE: Curriculum Learning on Endoscopic Images for Robust MES Classification
di: Ozdemir, Zeynep, et al.
Pubblicazione: (2025)

SARMAE: Masked Autoencoder for SAR Representation Learning
di: Liu, Danxu, et al.
Pubblicazione: (2025)

Local Clustering for Lung Cancer Image Classification via Sparse Solution Technique
di: Hamel, Jackson, et al.
Pubblicazione: (2024)

Noise-Aware and Dynamically Adaptive Federated Defense Framework for SAR Image Target Recognition
di: Hou, Yuchao, et al.
Pubblicazione: (2025)

ETSCL: An Evidence Theory-Based Supervised Contrastive Learning Framework for Multi-modal Glaucoma Grading
di: Yang, Zhiyuan, et al.
Pubblicazione: (2024)

Enhancing Robustness of Human Detection Algorithms in Maritime SAR through Augmented Aerial Images to Simulate Weather Conditions
di: Tjia, Miguel, et al.
Pubblicazione: (2024)

MOB-GCN: A Novel Multiscale Object-Based Graph Neural Network for Hyperspectral Image Classification
di: Yang, Tuan-Anh, et al.
Pubblicazione: (2025)

A Closer Look at the Robustness of Contrastive Language-Image Pre-Training (CLIP)
di: Tu, Weijie, et al.
Pubblicazione: (2024)

A Principled Framework for Multi-View Contrastive Learning
di: Koromilas, Panagiotis, et al.
Pubblicazione: (2025)

Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation
di: Srikishan, Bharat, et al.
Pubblicazione: (2024)

From Correlation to Causation: Max-Pooling-Based Multi-Instance Learning Leads to More Robust Whole Slide Image Classification
di: Liu, Xin, et al.
Pubblicazione: (2024)

Visually Robust Adversarial Imitation Learning from Videos with Contrastive Learning
di: Giammarino, Vittorio, et al.
Pubblicazione: (2024)

Generalization Bounds for Robust Contrastive Learning: From Theory to Practice
di: Tran, Ngoc N., et al.
Pubblicazione: (2023)

Hyperbolic Structured Classification for Robust Single Positive Multi-label Learning
di: Lin, Yiming, et al.
Pubblicazione: (2025)

Semantic Smoothing via Novel View Synthesis for Robust SAR Image Classification
di: Brignac, Daniel, et al.
Pubblicazione: (2026)

Robust Visual Representation Learning with Multi-modal Prior Knowledge for Image Classification Under Distribution Shift
di: Zhou, Hongkuan, et al.
Pubblicazione: (2024)