This NIST Trustworthy and Responsible AI Report Develops a Taxonomy of Concepts and Defines Terminology in the Field of Adversarial Machine Learning (AML)

Recent Advances in Image Generation In recent years, image generation has transformed significantly thanks to new models like Latent Diffusion Models (LDMs) and Mask Image Models (MIMs). These tools simplify images into manageable forms known as…

TRL (Transformer Reinforcement Learning) is a full-stack library that allows researchers to train transformer language models and stable diffusion models with reinforcement learning. It includes tools such as SFT (Supervised Fine-tuning), RM (Reward Modeling), and PPO…

Researchers from MIT have developed a new method called CONSENSUS GAME to improve language model (LM) decoding processes. It combines generative and discriminative approaches to extract the best estimate of truth from contradicting signals. The game-theoretic…

Show-o: A Unified AI Model that Unifies Multimodal Understanding and Generation Using One Single Transformer Practical Solutions and Value This paper presents Show-o, a transformer model that combines multimodal understanding and generation capabilities in one architecture.…

Natural Language Processing (NLP) Solutions Challenges and Innovations Natural Language Processing (NLP) enables machines to understand, interpret, and generate human language, with applications in language translation, text summarization, sentiment analysis, and conversational agents. Large language models…

University of Geneva researchers have developed Graph Neural Networks (GNN) to predict healthcare-associated infections, outperforming traditional models in early detection of multidrug-resistant Enterobacteriaceae colonization with over 88% accuracy. The GNN model utilizes patient and healthcare worker…

Woodpecker is a new approach that aims to fix hallucinations in Multimodal Large Language Models (MLLM), such as GPT-4V. By connecting the MLLM to the internet, Woodpecker allows the model to validate its generated descriptions using…

Introduction to Long-Form Video Understanding Understanding long-form videos, which can last from several minutes to hours, poses significant challenges in the field of computer vision. As the demand for video analysis grows, especially beyond short clips,…

Understanding AI Systems That Learn and Adapt Creating AI systems that learn from their environment involves building models that can adjust based on new information. One method, called In-Context Reinforcement Learning (ICRL), allows AI agents to…

The Google Research team recently introduced the LLM Comparator, an innovative tool that enables in-depth comparison and analysis of Large Language Model (LLM) outputs. This visual analytics platform integrates various functionalities such as score distribution histograms…

Google’s Gemini model represents a significant advancement in AI and ML, rivaling OpenAI’s GPT models in performance. However, detailed evaluation results are not widely available. A recent study by researchers from Carnegie Mellon University and BerriAI…

Practical Solutions and Value of Compositional GSM in Assessing AI Reasoning Capabilities Overview: Natural Language Processing (NLP) has evolved with large language models (LLMs) tackling challenging problems like mathematical reasoning. However, assessing their true reasoning abilities…

Enhancing Theorem Proving with Lean-STaR Practical Solutions and Value Traditional methods in theorem proving often overlook informal human reasoning processes crucial to mathematicians. The Lean-STaR framework bridges the gap between informal and formal mathematics by incorporating…

This text provides smart tips for efficient data labeling using the Clarifai Platform.

Google Researchers have introduced MedLM, a foundation of models fine-tuned for healthcare. It consists of two models with separate endpoints, offering flexibility for different use cases. MedLM has collaborated with organizations like HCA Healthcare, BenchSci, Accenture,…

As an executive assistant, my primary role is to diligently and accurately summarize texts. I ensure that the summaries are concise and do not exceed 50 words. I am here to assist you in summarizing any…

Aitana López, an AI-generated model created by The Clueless Agency in Barcelona, Spain, represents a new era in digital influence. López’s success on platforms like Instagram and Fanvue demonstrates the commercial viability of AI models, highlighting…

Google Research’s FAX is an advanced software library for enhancing federated learning calculations on JavaScript. By utilizing JAX’s features, it seamlessly integrates with TPUs and Pathways, providing scalability, simple JIT compilation, and AD features. FAX supports…

Bilingual Chat Assistant Implementation In this tutorial, we will implement a Bilingual Chat Assistant using the Meraj-Mini model from Arcee AI. The assistant will be seamlessly deployed on Google Colab using T4 GPU, demonstrating the capabilities…