Tag: machine learning
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Cost-Sensitive Aggregation in Heterophilous Graphs with CSNA
Explore how Cost-Sensitive Neighborhood Aggregation improves graph neural networks on heterophilous graphs and when per-edge routing is effective.
Boost Diffusion Video Editing Speed with HetCache
Discover HetCache, a novel method that accelerates diffusion-based video editing by reducing computations while maintaining high-quality results.
Heteroscedasticity in Probabilistic Time Series Forecasting
Discover how embracing heteroscedasticity with LSG-VAE improves accuracy and uncertainty in probabilistic time series forecasting.
DVM: Fast Real-Time Kernel Generation for AI Models
Discover DVM, a real-time compiler boosting dynamic AI model efficiency with ultra-fast kernel generation and operator fusion technology.
Dual Guidance Optimization for Effective Experiential Learning
Discover how Dual Guidance Optimization enhances experiential learning by integrating external and internal experiences in reinforcement learning.