Compute Express Link (CXL) emerges as an innovative technological solution addressing critical memory wall challenges in modern computing infrastructures. The…
Machine Learning
Reasoning is critical in problem-solving, allowing humans to make decisions and derive solutions. Two primary types of reasoning are used…
Supporting the health and well-being of diverse global populations necessitates a nuanced understanding of the complex relationships between human behavior…
The advancement of AI and machine learning has introduced new capabilities for businesses across industries. From text generation to video…
Hugging Face is launching a free and open course on machine learning to make artificial intelligence (AI) more accessible to…
Recommender systems (RS) are essential for generating personalized suggestions based on user preferences, historical interactions, and item attributes. These systems…
Integration of Reinforcement Learning RL with large language models catalyzes LLM’s performance on distinct specialty tasks such as robotics control…
In the age of data-driven decision-making, access to high-quality and diverse datasets is crucial for training reliable machine learning models.…
Ensuring AI models provide faithful and reliable explanations of their decision-making processes is still challenging. Faithfulness in the sense of…
Multimodal large language models (MLLMs) showed impressive results in various vision-language tasks by combining advanced auto-regressive language models with visual…
The study of collective decision-making in biological and artificial systems addresses critical challenges in understanding how groups achieve consensus through…
Graph Convolutional Networks (GCNs) have become integral in analyzing complex graph-structured data. These networks capture the relationships between nodes and…
Carnegie Mellon University is proud to present 194 papers at the 38th conference on Neural Information Processing Systems (NeurIPS 2024),…
Speech synthesis has become a transformative research area, focusing on creating natural and synchronized audio outputs from diverse inputs. Integrating…
Today, the Accounts Payable (AP) and Accounts Receivable (AR) analysts in Amazon Finance operations receive queries from customers through email,…
Chronos-Bolt is the newest addition to AutoGluon-TimeSeries, delivering accurate zero-shot forecasting up to 250 times faster than the original Chronos…
Cohere is a prominent company specializing in enterprise-focused artificial intelligence (AI) solutions. Located in Toronto, Canada, it has contributed significantly…
Differentially Private Stochastic Gradient Descent (DP-SGD) is a key method for training machine learning models like neural networks while ensuring…
Generative AI systems transform how humans interact with technology, offering groundbreaking natural language processing and content generation capabilities. However, these…
Multimodal Large Language Models (MLLMs) have shown impressive capabilities in visual understanding. However, they face significant challenges in fine-grained perception…