Abstract: This paper presents an in-depth exploration of the Stable Diffusion pipeline for text-to-image synthesis, emphasizing a comparative analysis between the Latent Diffusion Model (LDM) and the ...

We noticed that models trained using the AMSGrad optimizer in Optax tend to yield slightly poorer results compared to the same models trained using PyTorch. The two implementations differ as follows: ...

checkpoints/ml-1m_default/sasrec.onnx checkpoints/ml-1m_default/sasrec.trt (если доступен TensorRT) checkpoints/ml-1m_default/last.ckpt Эти файлы ...

This tutorial will walk you through using PyTorch to implement a Neural Collaborative Filtering (NCF) recommendation system. NCF extends traditional matrix factorisation by using neural networks to ...

Monocular depth estimation involves predicting scene depth from a single RGB image—a fundamental task in computer vision with wide-ranging applications, including augmented reality, robotics, and 3D ...

Abstract: Even though realistic dynamic models are a key prerequisite for managing modern power systems, accurately parameterized dynamic models are often not available. Therefore, this paper examines ...