🤖 Machine Learning - saeedesmaili

🧠Transformers Academic

arxiv.org·

Measuring a hate speech spectrum with faceted Rasch item response theory and perspective-aware, explainable-by-design deep learning

🧠Neural Networks Academic

arxiv.org·

Duality for Optimal Multi-Item, Multi-Bidder Auction Design: Revenue Certificates through Deep Learning

🧠Neural Networks Academic

arxiv.org·

Multi-Scale Feature Attention Network for Polymer Classification using THz Dual-Comb Spectroscopy

🧠Neural Networks Academic

arxiv.org·

SPACR: Single-Pass Adaptive Training of Uncertainty-Aware Conformal Regressors

🔬Deep Learning Academic

arxiv.org·

Bias in Filter Feature Selection Evaluation: A Meta-Analysis of Datasets, Baselines, and Experimental Design Choices

🧠Neural Networks Academic

arxiv.org·

Temporal Context Conditioning for Seasonality-Aware Precipitation Nowcasting of High-Intensity Rainfall

🧠Neural Networks Academic

arxiv.org·

Beyond Convolution: Advancing Hypergraph Neural Networks with Hypergraph U-Nets

🕸️Graph Theory Academic

arxiv.org·

DIFFRACT: Neuralized Utility Maximization for Wireless Networks by Differentiable Programming

🧠Neural Networks Academic

arxiv.org·

Model Multiplicity for Adversarial Detection in Small Language Model Training on Edge Devices

🤖LLM Academic

arxiv.org·

Automating the Expert Eye: A System-Agnostic Deep Learning Framework for Rare Event Discovery in Imbalanced Force Spectroscopy

🧠Neural Networks Academic

arxiv.org·

An interpretable and trustworthy AI framework for large-scale longitudinal structure-pain association studies using data from the Osteoarthritis Initiative (OAI...

🧠Neural Networks Academic

arxiv.org·

Linguistically Augmented Audio Speech Data (LinguAS)

🧠Neural Networks Academic

arxiv.org·

DiBS: Diffusion-Informed Branch Selection

🔬Deep Learning Academic

arxiv.org·

SafeRun: Enabling Determinism in LLM Planning for Running

💬Natural Language Processing Academic

arxiv.org·

Physics-Guided Dual Decoding and Spectral Supervision for Global 3D Hydrometeor Prediction

🧠Neural Networks Academic

arxiv.org·

Unsupervised Learning Based Focal Stack Camera Depth Estimation

🧠Neural Networks Academic

arxiv.org·

Context-Aware Deep Learning for Defect Classification in Atomic-Resolution STEM

🧠Neural Networks Academic

arxiv.org·

Benchmarking Counterfactual Prediction in Epidemic Time Series with Time-Varying Interventions

🧠Neural Networks Academic

arxiv.org·

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Balancing Real and Synthetic Data for CNN-based Masonry Crack Detection

Towards Tight Bounds for Streaming Attention

Measuring a hate speech spectrum with faceted Rasch item response theory and perspective-aware, explainable-by-design deep learning

Duality for Optimal Multi-Item, Multi-Bidder Auction Design: Revenue Certificates through Deep Learning

Multi-Scale Feature Attention Network for Polymer Classification using THz Dual-Comb Spectroscopy

SPACR: Single-Pass Adaptive Training of Uncertainty-Aware Conformal Regressors

Bias in Filter Feature Selection Evaluation: A Meta-Analysis of Datasets, Baselines, and Experimental Design Choices

Temporal Context Conditioning for Seasonality-Aware Precipitation Nowcasting of High-Intensity Rainfall

Beyond Convolution: Advancing Hypergraph Neural Networks with Hypergraph U-Nets

DIFFRACT: Neuralized Utility Maximization for Wireless Networks by Differentiable Programming

Model Multiplicity for Adversarial Detection in Small Language Model Training on Edge Devices

Automating the Expert Eye: A System-Agnostic Deep Learning Framework for Rare Event Discovery in Imbalanced Force Spectroscopy

An interpretable and trustworthy AI framework for large-scale longitudinal structure-pain association studies using data from the Osteoarthritis Initiative (OAI...

Linguistically Augmented Audio Speech Data (LinguAS)

DiBS: Diffusion-Informed Branch Selection

SafeRun: Enabling Determinism in LLM Planning for Running

Physics-Guided Dual Decoding and Spectral Supervision for Global 3D Hydrometeor Prediction

Unsupervised Learning Based Focal Stack Camera Depth Estimation

Context-Aware Deep Learning for Defect Classification in Atomic-Resolution STEM

Benchmarking Counterfactual Prediction in Epidemic Time Series with Time-Varying Interventions