Showing 1–20 of 26 results
/ Date/ Name
Jan 20, 2023Massively Parallel Genetic Optimization through Asynchronous Propagation of PopulationsFeb 7, 2025Model Fusion via Neuron TransplantationDec 17, 2024A Comparative Study of Pruning Methods in Transformer-based Time Series ForecastingMay 2, 2024AB-Training: A Communication-Efficient Approach for Distributed Low-Rank LearningOct 23, 2024Beyond Backpropagation: Optimization with Multi-Tangent Forward GradientsApr 1, 2026Inverse Design of Optical Multilayer Thin Films using Robust Masked Diffusion ModelsMay 6, 2024ReCycle: Fast and Efficient Long Time Series Forecasting with Residual Cyclic TransformersJan 16, 2024Harnessing Orthogonality to Train Low-Rank Neural NetworksApr 26, 2023Feed-Forward Optimization With Delayed Feedback for Neural Network TrainingJul 27, 2020HeAT -- a Distributed and GPU-accelerated Tensor Framework for Data AnalyticsApr 14, 2022HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising PackageApr 12, 2021Accelerating Neural Network Training with Distributed Asynchronous and Selective Optimization (DASO)Nov 30, 2024AutoPQ: Automating Quantile estimation from Point forecasts in the context of sustainabilityDec 3, 2022Precise Energy Consumption Measurements of Heterogeneous Artificial Intelligence WorkloadsApr 9, 2025PETNet -- Coincident Particle Event Detection using Spiking Neural NetworksMar 30, 2026Differentiable Power-Flow OptimizationFeb 21, 2026Bayesian Lottery Ticket HypothesisAug 31, 2022Learning Tree Structures from Leaves For Particle Decay ReconstructionOct 10, 2017Precision and accuracy of single-molecule FRET measurements - a worldwide benchmark studyMay 27, 2016Experiment-friendly kinetic analysis of single molecule data in and out of equilibrium