{"total":13,"rows":[{"id":"2304.03589","title":"On Efficient Training of Large-Scale Deep Learning Models: A Literature Review","created":"2023-04-07","cited_by_count":26,"area":null},{"id":"2306.08744","title":"High-performance deep spiking neural networks with 0.3 spikes per neuron","created":"2023-06-14","cited_by_count":22,"area":null},{"id":"2112.04036","title":"DeepDiagnosis: Automatically Diagnosing Faults and Recommending Actionable Fixes in Deep Learning Programs","created":"2021-12-07","cited_by_count":19,"area":null},{"id":"2205.01938","title":"DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs","created":"2022-05-04","cited_by_count":16,"area":null},{"id":"2207.08148","title":"Improving Deep Neural Network Random Initialization Through Neuronal Rewiring","created":"2022-07-17","cited_by_count":7,"area":null},{"id":"2312.02622","title":"On the Initialization of Graph Neural Networks","created":"2023-12-05","cited_by_count":4,"area":null},{"id":"2105.10335","title":"Data-driven Weight Initialization with Sylvester Solvers","created":"2021-05-02","cited_by_count":3,"area":null},{"id":"2109.00125","title":"A Weight Initialization Based on the Linear Product Structure for Neural Networks","created":"2021-09-01","cited_by_count":2,"area":null},{"id":"2401.00379","title":"DREAM: Debugging and Repairing AutoML Pipelines","created":"2023-12-31","cited_by_count":1,"area":null},{"id":"2406.00348","title":"An Effective Weight Initialization Method for Deep Learning: Application to Satellite Image Classification","created":"2024-06-01","cited_by_count":1,"area":null},{"id":"2201.05217","title":"Learning Enhancement of CNNs via Separation Index Maximizing at the First Convolutional Layer","created":"2022-01-13","cited_by_count":0,"area":null},{"id":"2411.04946","title":"SPGD: Steepest Perturbed Gradient Descent Optimization","created":"2024-11-07","cited_by_count":0,"area":null},{"id":"2509.05018","title":"Depth-Aware Initialization for Stable and Efficient Neural Network Training","created":"2025-09-05","cited_by_count":0,"area":null}],"next_cursor":null}