🤖 Machine Learning - saeedesmaili · Scour

On the Study of Biometric Spoofing Detection using Deep Learning

🧠Neural Networks Academic

Flatland: The Adventures of Gradient Descent with Large Step Sizes

🧠Neural Networks Academic

Zero and Few Shot Load Forecasting with Large Language Models

💬Natural Language Processing Academic

GLACIER: A Multimodal Student-Teacher Foundation Model for Molecular Property Prediction

🧠Neural Networks Academic

What Makes a Desired Graph for Relational Deep Learning?

🧠Neural Networks Academic

Risk Under Pressure: Compute-Aware Evaluation of Adversarial Robustness in Language Models

🔬Deep Learning Academic

Gradient descent at the Edge of Stability: free energy model and kinetic description of the two-layer network

📈Optimization Academic

Crop Recommendation and Agricultural Query Answering System Using Spatio-Temporal Graph Neural Networks and Hybrid Retrieval Augmentation

🧠Neural Networks Academic

RCAP: Robust, Class-Aware, Probabilistic Dynamic Dataset Pruning

🔥PyTorch Academic

Towards Long-Horizon Vessel Trajectory and Destination Forecasting with Reasoning Large Language Models

🧠Neural Networks Academic

GlucoFM-Bench: Benchmarking Time-Series Foundation Models for Blood Glucose Forecasting

🧠Neural Networks Academic

Towards Robust Arabic Speech Emotion Recognition with Deep Learning

🧠Neural Networks Academic

Investigating the Histogram Loss in Regression

🧠Neural Networks Academic

Principles and Practice of Deep Representation Learning: or a Mathematical Theory of Memory

🧠Neural Networks Academic

BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling

🧠Neural Networks Academic

AIS-Based Vessel Trajectory Prediction Using Memory-Augmented Neural Networks

🧠Neural Networks Academic

MedicalRec: Medical recommender system for image classification without retraining

🧠Neural Networks Academic

Toward Compiler World Models: Learning Latent Dynamics for Efficient Tensor Program Search

🔥PyTorch Academic

Double Preconditioning (DoPr): Optimization for Test-Time Performance, not Validation Loss

🧠Neural Networks Academic

A spectral audit framework reveals task-dependent aperiodic reliance across EEG and ECG deep learning

🧠Neural Networks Academic

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