Salesforce Research

Salesforce AI Research Propose ‘ALPRO’: A New Video-And-Language Representation Learning (Pre-Training) Framework

AI Paper Summary
This Article is written as a summay by Marktechpost Staff based on the Research Paper 'Align and Prompt: Video-and-Language Pre-training with Entity Prompts'. All...

Salesforce AI Research Enhances Multi-Agent Reinforcement Learning via PyTorch Lightning and WarpDrive

AI Shorts
Reinforcement Learning (RL) is a branch of Machine Learning (ML) that studies how intelligent agents should behave in a given situation to maximize a...

Salesforce AI Introduces ‘AI Economist’: A Reinforcement Learning (RL) System That Learns Dynamic Tax Policies To Optimize Equality Along With Productivity In Simulated Economies,...

AI Paper Summary
This Article Is Based On The Research Paper 'The AI Economist: Taxation policy design via two-level deep multiagent reinforcement learning'. All Credit For This...

Salesforce AI Researchers Introduce Converse: A Task-Oriented Dialogue System That Simplifies Chatbot Building And Handles Complex Tasks

AI Paper Summary
This summary article is based on the paper. 'Converse: A Tree-Based Modular Task-Oriented Dialogue System' and all credit goes to the authors of this...

Meet ‘CodeGen’: An AI Model That Turns Simple Natural Language Requests Into Executable Code

AI Paper Summary
Please don't forget to join our ML Subreddit Imagine being able to tell a machine to write an app simply by telling it what the...

Salesforce AI Research Propose ‘BLIP’: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation

AI Paper Summary
Just how humans use vision and language to experience the environment, AI models are built on the foundations of vision and language. Vision-language pre-training has...

Salesforce Research Introduces ‘Merlion’, An Open-Source Machine Learning Library For Time Series Intelligence

AI Paper Summary
Time series are a way to visualize and analyze the behavior of complex systems. They can represent key performance indicators for computing resources such...

Salesforce Open-Sources ‘CodeT5’, A Machine Learning Model That Understands and Generates Code in Real Time

AI Paper Summary
AI-powered coding tools, which use machine learning algorithms to generate code based on input data, have attracted increasing attention. In theory, these systems can...

Salesforce Open-Sources ‘WarpDrive’, A Light Weight Reinforcement Learning (RL) Framework That Implements End-To-End Multi-Agent RL On A Single GPU

AI Paper Summary
When it comes to AI research and applications, multi-agent systems are a frontier. They have been used for engineering challenges such as self-driving cars,...
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