Synthetic Data

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Synthics: Synthetic Physics-like Datasets for Machine Learning

馃攳Retrieval-Augmented GenerationContent type: Academic
arxiv.org

Conservation Laws from Data Symmetry in Neural Networks

馃攧Transfer LearningContent type: Academic
arxiv.org

Cross-platform hardware benchmark of style-based quantum GANs for data augmentation on superconducting and trapped-ion processors

馃搳Information TheoryContent type: Academic
arxiv.org

SoK: Reconstruction Attacks on Synthetic Tabular Data (Insights from Winning the NIST CRC)

馃尦OntologyContent type: Academic
arxiv.org

Beyond Raw Signals: Undecoded Generative Latents as Privileged Synthetic Data

馃攳Retrieval-Augmented GenerationContent type: Academic
arxiv.org

UPLOTS: A Unified Pretrained Language Model for Constrained Time-series Generation

馃攳Retrieval-Augmented GenerationContent type: Academic
arxiv.org

Geometry-Aware Dataset Condensation for Diffusion Model Training

馃攧Transfer LearningContent type: Academic
arxiv.org

Boosting Brain-to-Image Decoding with TRIBE v2 Data Augmentation

馃挰Prompt EngineeringContent type: Academic
arxiv.org

Implicit Data Synthesis for Contrastive Unsupervised Data Augmentation

馃攳Retrieval-Augmented GenerationContent type: Academic
arxiv.org

Optimizing 2D Input Representations and Sub-phase Fusion Strategies for Differential Diagnosis of Asthma and COPD Using CNN- and GRU-Based Networks

馃攧Transfer LearningContent type: Academic
arxiv.org

Multimodal Group Emotion Recognition In-the-Wild Towards a Privacy-Safe Non-Individual Approach

馃攧Transfer LearningContent type: Academic
arxiv.org

Achieving Rotation-Invariant Convolution via Non-Learnable Orientation Alignment Operators

馃攧Transfer LearningContent type: Academic
arxiv.org

Visual Prompting Meets Feature Reconstruction-Based Anomaly Detection with Dual-Teacher Supervision

馃挰Prompt EngineeringContent type: Academic
arxiv.org

WaveDiT: Distribution-Aware Wavelet Flow Matching for Efficient 3D Brain MRI Synthesis

馃攳Retrieval-Augmented GenerationContent type: Academic
arxiv.org

Synthetic Data Generation and Vision-based Wrinkle and Keypoint Detection for Bimanual Cloth Manipulation

馃攳Retrieval-Augmented GenerationContent type: Academic
arxiv.org

Lighting-Aware Representation Learning under Controllable Lighting Variation

馃攧Transfer LearningContent type: Academic
arxiv.org

Binary Gaussian Copula Synthesis: an LLM-powered data augmentation framework for early dialysis prediction in chronic kidney disease

馃挰Prompt EngineeringContent type: Academic
arxiv.org

Trace-Class Results for MCMC Algorithms for Student-t Regression Models

馃AIContent type: Academic
arxiv.org

Data augmented bootstrap: Unifying confidence interval construction by approximate invariance

馃搳Information TheoryContent type: Academic
arxiv.org

PEFT of SLM for Telecommunications Customer Support: A Comparative Study of LoRA Configurations with Energy Consumption Analysis

馃攧Transfer LearningContent type: Academic
arxiv.org

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