AIOps

Large text-to-video models trained on internet-scale data have shown extraordinary capabilities to generate high-fidelity films from arbitrarily written descriptions. However, fine-tuning a pretrained huge model might be prohibitively expensive, making it difficult to adapt these models...
Researchers have proposed a novel approach to enforcing distributional constraints in machine learning models using multi-marginal optimal transport. This approach is designed to be computationally efficient and allows for efficient computation of gradients during backpropagation. Existing methods...

Top Tools for Machine Learning (ML) Experiment Tracking and Management

One thing is getting good results from a single model-training run when working on a machine learning project. It's another thing to keep your...

Top AIOps (Artificial Intelligence for IT Operations) Tools/Platforms in 2022

Artificial intelligence (AI) and associated technologies, such as machine learning and natural language processing (NLP), are used for daily IT operations tasks and activities. AIOps...

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