Magnitude Is All You Need? Rethinking Phase in Quantum Encoding of Complex SAR Data
Fuente:
arXiv
Saved in:
| Main Authors: | Gunasekar, Sakthi Prabhu, Rangarajan, Prasanna Kumar |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
MagBridge-Battery: A Synthetic Bridge Dataset for Li-ion Magnetometry and State-of-Health Diagnostics
by: Gunasekar, Sakthi Prabhu, et al.
Published: (2026)
by: Gunasekar, Sakthi Prabhu, et al.
Published: (2026)
Parallel Multi-Circuit Quantum Feature Fusion in Hybrid Quantum-Classical Convolutional Neural Networks for Breast Tumor Classification
by: Yurtseven, Ece
Published: (2025)
by: Yurtseven, Ece
Published: (2025)
DAPS++: Rethinking Diffusion Inverse Problems with Decoupled Posterior Annealing
by: Chen, Hao, et al.
Published: (2025)
by: Chen, Hao, et al.
Published: (2025)
Rethinking Graph Super-resolution: Dual Frameworks for Topological Fidelity
by: Singh, Pragya, et al.
Published: (2025)
by: Singh, Pragya, et al.
Published: (2025)
Noise is All You Need: Solving Linear Inverse Problems by Noise Combination Sampling with Diffusion Models
by: Su, Xun, et al.
Published: (2025)
by: Su, Xun, et al.
Published: (2025)
Complementarity-Preserving Generative Theory for Multimodal ECG Synthesis: A Quantum-Inspired Approach
by: Oladunni, Timothy, et al.
Published: (2026)
by: Oladunni, Timothy, et al.
Published: (2026)
TACO: Rethinking Semantic Communications with Task Adaptation and Context Embedding
by: Wijesinghe, Achintha, et al.
Published: (2025)
by: Wijesinghe, Achintha, et al.
Published: (2025)
LiteVPNet: A Lightweight Network for Video Encoding Control in Quality-Critical Applications
by: Vibhoothi, Vibhoothi, et al.
Published: (2025)
by: Vibhoothi, Vibhoothi, et al.
Published: (2025)
FQPDR: Federated Quantum Neural Network for Privacy-preserving Early Detection of Diabetic Retinopathy
by: De, Debashis, et al.
Published: (2026)
by: De, Debashis, et al.
Published: (2026)
Computationally and Memory-Efficient Robust Predictive Analytics Using Big Data
by: Menges, Daniel, et al.
Published: (2024)
by: Menges, Daniel, et al.
Published: (2024)
Out-of-Distribution Detection and Data Drift Monitoring using Statistical Process Control
by: Zamzmi, Ghada, et al.
Published: (2024)
by: Zamzmi, Ghada, et al.
Published: (2024)
CIMGEN: Controlled Image Manipulation by Finetuning Pretrained Generative Models on Limited Data
by: Gudavalli, Chandrakanth, et al.
Published: (2024)
by: Gudavalli, Chandrakanth, et al.
Published: (2024)
Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data
by: Le, Hieu, et al.
Published: (2023)
by: Le, Hieu, et al.
Published: (2023)
An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation
by: Saadatinia, Mehrshad, et al.
Published: (2023)
by: Saadatinia, Mehrshad, et al.
Published: (2023)
Towards Spatially-Lucid AI Classification in Non-Euclidean Space: An Application for MxIF Oncology Data
by: Farhadloo, Majid, et al.
Published: (2024)
by: Farhadloo, Majid, et al.
Published: (2024)
Impact of Data Duplication on Deep Neural Network-Based Image Classifiers: Robust vs. Standard Models
by: Aghabagherloo, Alireza, et al.
Published: (2025)
by: Aghabagherloo, Alireza, et al.
Published: (2025)
Data-Efficient Psychiatric Disorder Detection via Self-supervised Learning on Frequency-enhanced Brain Networks
by: Liu, Mujie, et al.
Published: (2025)
by: Liu, Mujie, et al.
Published: (2025)
UniCrop: A Universal, Multi-Source Data Engineering Pipeline for Scalable Crop Yield Prediction
by: Khidirova, Emiliya, et al.
Published: (2026)
by: Khidirova, Emiliya, et al.
Published: (2026)
Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance
by: Gabriel, Roy M., et al.
Published: (2025)
by: Gabriel, Roy M., et al.
Published: (2025)
Paradigm selection for Data Fusion of SAR and Multispectral Sentinel data applied to Land-Cover Classification
by: Sebastianelli, Alessandro, et al.
Published: (2021)
by: Sebastianelli, Alessandro, et al.
Published: (2021)
Very High-Resolution Forest Mapping with TanDEM-X InSAR Data and Self-Supervised Learning
by: Bueso-Bello, José-Luis, et al.
Published: (2025)
by: Bueso-Bello, José-Luis, et al.
Published: (2025)
Mathematical Computation on High-dimensional Data via Array Programming and Parallel Acceleration
by: Zhang, Chen
Published: (2025)
by: Zhang, Chen
Published: (2025)
Research on Feature Extraction Data Processing System For MRI of Brain Diseases Based on Computer Deep Learning
by: Xiao, Lingxi, et al.
Published: (2024)
by: Xiao, Lingxi, et al.
Published: (2024)
Physics-Informed Neural Networks vs. Physics Models for Non-Invasive Glucose Monitoring: A Comparative Study Under Noise-Stressed Synthetic Conditions
by: Gani, Riyaadh
Published: (2025)
by: Gani, Riyaadh
Published: (2025)
Language Models for Automated Classification of Brain MRI Reports and Growth Chart Generation
by: Daniali, Maryam, et al.
Published: (2025)
by: Daniali, Maryam, et al.
Published: (2025)
A Spatiotemporal Radar-Based Precipitation Model for Water Level Prediction and Flood Forecasting
by: Dhankhar, Sakshi, et al.
Published: (2025)
by: Dhankhar, Sakshi, et al.
Published: (2025)
Semantic Successive Refinement: A Generative AI-aided Semantic Communication Framework
by: Zhang, Kexin, et al.
Published: (2024)
by: Zhang, Kexin, et al.
Published: (2024)
Improving Cancer Imaging Diagnosis with Bayesian Networks and Deep Learning: A Bayesian Deep Learning Approach
by: Xi, Pei, et al.
Published: (2024)
by: Xi, Pei, et al.
Published: (2024)
The Framework That Survives Bad Models: Human-AI Collaboration For Clinical Trials
by: Chen, Yao, et al.
Published: (2025)
by: Chen, Yao, et al.
Published: (2025)
Pediatric Appendicitis Detection from Ultrasound Images
by: Hosseinabadi, Fatemeh, et al.
Published: (2025)
by: Hosseinabadi, Fatemeh, et al.
Published: (2025)
AI-Based Detection of Temporal Changes in MR-Linac Images Acquired During Routine Prostate Radiotherapy
by: Park, Seungbin, et al.
Published: (2026)
by: Park, Seungbin, et al.
Published: (2026)
Concept-based Explainable Malignancy Scoring on Pulmonary Nodules in CT Images
by: Dumaev, Rinat I., et al.
Published: (2024)
by: Dumaev, Rinat I., et al.
Published: (2024)
Hamming Attention Distillation: Binarizing Keys and Queries for Efficient Long-Context Transformers
by: Horton, Mark, et al.
Published: (2025)
by: Horton, Mark, et al.
Published: (2025)
NeuroBOLT: Resting-state EEG-to-fMRI Synthesis with Multi-dimensional Feature Mapping
by: Li, Yamin, et al.
Published: (2024)
by: Li, Yamin, et al.
Published: (2024)
Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer
by: Yu, Xiaowei, et al.
Published: (2025)
by: Yu, Xiaowei, et al.
Published: (2025)
A Comprehensive Framework for Uncertainty Quantification of Voxel-wise Supervised Models in IVIM MRI
by: Casali, Nicola, et al.
Published: (2025)
by: Casali, Nicola, et al.
Published: (2025)
OCSVM-Guided Representation Learning for Unsupervised Anomaly Detection
by: Pinon, Nicolas, et al.
Published: (2025)
by: Pinon, Nicolas, et al.
Published: (2025)
Federated learning in low-resource settings: A chest imaging study in Africa -- Challenges and lessons learned
by: Fabila, Jorge, et al.
Published: (2025)
by: Fabila, Jorge, et al.
Published: (2025)
Detecting Concept Drift in Neural Networks Using Chi-squared Goodness of Fit Testing
by: Ayers, Jacob Glenn, et al.
Published: (2025)
by: Ayers, Jacob Glenn, et al.
Published: (2025)
DeepHQ: Learned Hierarchical Quantizer for Progressive Deep Image Coding
by: Lee, Jooyoung, et al.
Published: (2024)
by: Lee, Jooyoung, et al.
Published: (2024)
Similar Items
-
MagBridge-Battery: A Synthetic Bridge Dataset for Li-ion Magnetometry and State-of-Health Diagnostics
by: Gunasekar, Sakthi Prabhu, et al.
Published: (2026) -
Parallel Multi-Circuit Quantum Feature Fusion in Hybrid Quantum-Classical Convolutional Neural Networks for Breast Tumor Classification
by: Yurtseven, Ece
Published: (2025) -
DAPS++: Rethinking Diffusion Inverse Problems with Decoupled Posterior Annealing
by: Chen, Hao, et al.
Published: (2025) -
Rethinking Graph Super-resolution: Dual Frameworks for Topological Fidelity
by: Singh, Pragya, et al.
Published: (2025) -
Noise is All You Need: Solving Linear Inverse Problems by Noise Combination Sampling with Diffusion Models
by: Su, Xun, et al.
Published: (2025)