Browsing: ML News
In medicine, scientists face a challenge in treating serious diseases like cancer. The problem lies in understanding the unique composition of cells, particularly the sequences of…
Understanding the Theory of Mind (ToM), the ability to grasp the thoughts and intentions of others, is crucial for developing machines with human-like social intelligence. Recent…
A variety of Large Language Models (LLMs) have demonstrated their capabilities in recent times. With the constantly advancing fields of Artificial Intelligence (AI), Natural Language Processing…
Language modeling, a critical component of natural language processing, involves the development of models to process and generate human language. This field has seen transformative advancements…
Model Predictive Control (MPC) has become a key technology in a number of fields, including power systems, robotics, transportation, and process control. Sampling-based MPC has shown…
In a remarkable breakthrough, researchers from Google, Carnegie Mellon University, and Bosch Center for AI have a pioneering method for enhancing the adversarial robustness of deep…
Artificial Intelligence (AI) and Machine Learning (ML) have grown significantly over the past decade or so, making remarkable progress in almost every field. Be it natural…
In computing, there’s a common challenge when it comes to speeding up the process of running complex language models, like those used in large language understanding…
Alignment has become a pivotal concern for the development of next-generation text-based assistants, particularly in ensuring that large language models (LLMs) align with human values. This…
The inherent capabilities of pretrained large language models are notable, yet achieving desired behaviors often requires additional adaptation. When dealing with models whose weights are kept…