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动量方法 (Polyak, 1964) 旨在加速学习，特别是处理高曲率、小但一致的梯度，或是带噪声的梯度。 动量算法积累了之前梯度指数级衰减的移动平均，并且继续沿该方向移动。
An efficient and energy-stable IMEX splitting scheme for dispersed multiphase flows
An efficient and energy-stable IMEX splitting scheme for dispersed multiphase flows
Arxiv
0+阅读 · 4月3日
Scene Splatter: Momentum 3D Scene Generation from Single Image with Video Diffusion Model
Scene Splatter: Momentum 3D Scene Generation from Single Image with Video Diffusion Model
Arxiv
0+阅读 · 4月3日
Channel Orthogonalization in Panel-Based LIS
Arxiv
0+阅读 · 3月31日
Fully spectral scheme for the linear BGK equation on the whole space
Arxiv
0+阅读 · 3月31日
CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market Indicators
CryptoPulse: Short-Term Cryptocurrency Forecasting with Dual-Prediction and Cross-Correlated Market Indicators
Arxiv
0+阅读 · 3月31日
Robust superconvergence analysis of physics-preserving RMAC scheme for the Stokes and Navier--Stokes equations on non-uniform grids at high Reynolds numbers
Arxiv
0+阅读 · 3月30日
MoMuSE: Momentum Multi-modal Target Speaker Extraction for Real-time Scenarios with Impaired Visual Cues
Arxiv
0+阅读 · 3月31日
Inverse design of dual-band valley-Hall topological photonic crystals with arbitrary pseudospin states
Arxiv
0+阅读 · 3月28日
Enhancing Predictive Accuracy in Tennis: Integrating Fuzzy Logic and CV-GRNN for Dynamic Match Outcome and Player Momentum Analysis
Arxiv
0+阅读 · 3月25日
Safeguarding Autonomy: a Focus on Machine Learning Decision Systems
Arxiv
0+阅读 · 3月27日
Momentum-based Distributed Resource Scheduling Optimization Subject to Sector-Bound Nonlinearity and Latency
Arxiv
0+阅读 · 3月8日
Technical Note: Continuum Theory of Mixture for Three-phase Thermomechanical Model of Fiber-reinforced Aerogel Composites
Technical Note: Continuum Theory of Mixture for Three-phase Thermomechanical Model of Fiber-reinforced Aerogel Composites
Arxiv
0+阅读 · 3月26日
Don't Shake the Wheel: Momentum-Aware Planning in End-to-End Autonomous Driving
Arxiv
0+阅读 · 3月6日
Don't Shake the Wheel: Momentum-Aware Planning in End-to-End Autonomous Driving
Arxiv
0+阅读 · 3月5日
Understanding Gradient Orthogonalization for Deep Learning via Non-Euclidean Trust-Region Optimization
Arxiv
0+阅读 · 3月16日
参考链接
父主题
机器学习
神经网络
子主题
Nesterov 动量
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