Meet the founder turning websites into thinking entities

Uladzislau Yanchanka has launched Agentplace, a platform that does something most people haven't quite wrapped their heads ...
GitHub

Speed up model training by fixing data loading

Speeding up model training involves more than kernel tuning. Data loading frequently slows down training, because datasets are too large to fit on disk, consist of millions of small files, or stream ...
IEEE

High-quality Synthetic Data is Efficient for Model-based Offline Reinforcement Learning

Abstract: Recent work has found that two types of dataset characteristics including the dataset’s coverage and data quality are critical for offline reinforcement learning (RL). To improve the policy, ...
IEEE

Seismic Data Reconstruction Based on Conditional Constraint Diffusion Model

Abstract: Reconstruction of complete seismic data is a crucial step in seismic data processing, which has seen the application of various convolutional neural networks (CNNs). These CNNs typically ...