Copertina

Probabilistic and nonlinear compressive sensing

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Barth, Lukas Silvester, von Petersenn, Paulo
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Machine Learning Information Theory Statistics Theory Computation 94A20, 94A13, 94A12, 94A08, 94-08, 94-04, 68T07, 68P30 G.3; E.4; I.2; I.2.6; I.5.5
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Efficient compression of neural networks and datasets
di: Barth, Lukas Silvester, et al.
Pubblicazione: (2025)

Compressive sensing inspired self-supervised single-pixel imaging
di: Lu, Jijun, et al.
Pubblicazione: (2026)

Tighter Bounds on the Information Bottleneck with Application to Deep Learning
di: Weingarten, Nir, et al.
Pubblicazione: (2024)

Supervised machine learning based signal demodulation in chaotic communications
di: Kozlenko, Mykola
Pubblicazione: (2025)

VQToken: Neural Discrete Token Representation Learning for Extreme Token Reduction in Video Large Language Models
di: Zhang, Haichao, et al.
Pubblicazione: (2025)

A Unified Framework for 2D Nonseparable Fractional Fourier Transform: From Geometric Completeness to Applications
di: Li, Daxiang, et al.
Pubblicazione: (2025)

Ultrahigh-Q chiral resonances empowered by multi-head attention deep learning
di: Zhang, Cong, et al.
Pubblicazione: (2025)

Person detection and re-identification in open-world settings of retail stores and public spaces
di: Brkljač, Branko, et al.
Pubblicazione: (2025)

Goal-Oriented Source Coding using LDPC Codes for Compressed-Domain Image Classification
di: Aliouat, Ahcen, et al.
Pubblicazione: (2025)

Machine learning based animal emotion classification using audio signals
di: Slobodian, Mariia, et al.
Pubblicazione: (2025)

Bandwidth-Efficient Multi-Agent Communication through Information Bottleneck and Vector Quantization
di: Farooq, Ahmad, et al.
Pubblicazione: (2026)

HELIX: Scaling Raw Audio Understanding with Hybrid Mamba-Attention Beyond the Quadratic Limit
di: Khushiyant, et al.
Pubblicazione: (2026)

Leveraging Overfitting for Low-Complexity and Modality-Agnostic Joint Source-Channel Coding
di: Wu, Haotian, et al.
Pubblicazione: (2025)

LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression
di: Wu, Haotian, et al.
Pubblicazione: (2025)

Texture Discrimination via Hilbert Curve Path Based Information Quantifiers
di: Bariviera, Aurelio F., et al.
Pubblicazione: (2024)

IF-D: A High-Frequency, General-Purpose Inertial Foundation Dataset for Self-Supervised Learning
di: Ferreira, Patrick, et al.
Pubblicazione: (2025)

Denoising guarantees for optimized sampling schemes in compressed sensing
di: Plan, Yaniv, et al.
Pubblicazione: (2025)

The Geometric Mechanics of Contrastive Representation Learning: Alignment Potentials, Entropic Dispersion, and Cross-modal Divergence
di: Cai, Yichao, et al.
Pubblicazione: (2026)

Efficient Noise Calculation in Deep Learning-based MRI Reconstructions
di: Dalmaz, Onat, et al.
Pubblicazione: (2025)

The Dantzig Selector: Sparse Signals Recovery via l_p-q Minimization
di: Li, Jie, et al.
Pubblicazione: (2023)

The Lossy Horizon: Error-Bounded Predictive Coding for Lossy Text Compression (Episode I)
di: Aghanya, Nnamdi, et al.
Pubblicazione: (2025)

Segmenting the Complex and Irregular in Two-Phase Flows: A Real-World Empirical Study with SAM2
di: Küçük, Semanur, et al.
Pubblicazione: (2025)

Cepstral Smoothing of Binary Masks for Convolutive Blind Separation of Speech Mixtures
di: Missaoui, Ibrahim, et al.
Pubblicazione: (2026)

Proficiency-Aware Adaptation and Data Augmentation for Robust L2 ASR
di: Sun, Ling, et al.
Pubblicazione: (2025)

REMEDI: Corrective Transformations for Improved Neural Entropy Estimation
di: Nilsson, Viktor, et al.
Pubblicazione: (2024)

CS-SHRED: Enhancing SHRED for Robust Recovery of Spatiotemporal Dynamics
di: da Silva, Romulo B., et al.
Pubblicazione: (2025)

VQUNet: Vector Quantization U-Net for Defending Adversarial Atacks by Regularizing Unwanted Noise
di: He, Zhixun, et al.
Pubblicazione: (2024)

Transforming faces into video stories -- VideoFace2.0
di: Brkljač, Branko, et al.
Pubblicazione: (2025)

Eleven Primitives and Three Gates: The Universal Structure of Computational Imaging
di: Yang, Chengshuai, et al.
Pubblicazione: (2026)

Construction of 2-D Z-Complementary Array Code Sets with Flexible Lengths for Different System Requirements
di: Roy, Abhishek
Pubblicazione: (2021)

Associative Syntax and Maximal Repetitions reveal context-dependent complexity in fruit bat communication
di: Assom, Luigi
Pubblicazione: (2025)

Learning on JPEG-LDPC Compressed Images: Classifying with Syndromes
di: Aliouat, Ahcen, et al.
Pubblicazione: (2024)

Smooth SCAD: A Raised Cosine SCAD Type Thresholding Rule for Wavelet Denoising
di: Kulkarni, Radhika, et al.
Pubblicazione: (2026)

Learning pseudo-contractive denoisers for inverse problems
di: Wei, Deliang, et al.
Pubblicazione: (2024)

RF-BayesPhysNet: A Bayesian rPPG Uncertainty Estimation Method for Complex Scenarios
di: Ma, Rufei, et al.
Pubblicazione: (2025)

Ramanujan sums in signal recovery and uncertainty principle inequalities
di: Kalra, Sahil, et al.
Pubblicazione: (2025)

Systematic Construction of Golay Complementary Sets of Arbitrary Lengths and Alphabet Sizes
di: Roy, Abhishek, et al.
Pubblicazione: (2024)

Semantic Variational Bayes Based on Semantic Information G Theory for Solving Latent Variables
di: Lu, Chenguang
Pubblicazione: (2024)

Enhancing Maritime Object Detection in Real-Time with RT-DETR and Data Augmentation
di: Nemati, Nader
Pubblicazione: (2025)

The Sequence Reconstruction of Permutations under Hamming Metric with Small Errors
di: Abdollahi, A., et al.
Pubblicazione: (2026)