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MISSION - SALESFORCE RESEARCH Salesforce Research Asia. Salesforce Research Asia, officially opened March 27, 2019, is our first AI research centre out of our R&D hub in Palo Alto, California. It is located at Suntec City near the central business district. Learn more. GRANTS - SALESFORCE RESEARCH Grants will be judged based on the specifics noted above, the quality of the proposed research and how closely it matches the research we are currently doing at Salesforce. ETHICS - SALESFORCE RESEARCH As an Architect of Ethical AI Practice at Salesforce, Kathy develops research-informed best practice to educate Salesforce employees, customers, and the industry on the development of responsible AI. She collaborates and partners with external AI and ethics experts to continuously evolve Salesforce policies, practices, and products. SUPPORT - EINSTEIN PLATFORM Einstein support. Whether you are a looking for a conceptual introduction to Einstein or looking for specific implementation details we have resources for you. SALESFORCE RESEARCH ASIA Vision and Mission. Asia is a region of fast growing innovation, businesses, and talents. Our Chief Scientist, Richard Socher, former founder of MetaMind, believes that Salesforce Research’s presence in Asia is critical to enabling Salesforce’s goal of becoming a thought leader of AI in the region.CONTENT TAKEDOWN
Content takedown. Salesforce Einstein respects the intellectual property rights of third parties and responds to allegations that copyrighted material has been posted, uploaded or shared on or through the machine learning-based classification and prediction service operated by Salesforce Einstein (the “Service”) without authorization from the copyright holder in accordance with the safe SALESFORCE RESEARCHABOUTRESEARCHPUBLICATIONSASIA LABETHICSOUTREACH Salesforce Research. Flagship deep learning research and engineering for the world’s smartest CRM. Learn more. When are Neural Networks more powerful than Neural Tangent Kernels? Yu Bai · 29 MAR 2021. CoCo-DST: Controllable Counterfactuals for Evaluating and Improving Dialogue State Trackers. Semih Yavuz · 15 MAR 2021. EINSTEIN - METAMIND.IO Einstein Vision. Harness the power of image recognition to solve an array of use-cases using pre-trained classifiers or custom models. Einstein Object Detection. Einstein Image Classification. GeneralClassifier.
MISSION - SALESFORCE RESEARCH Salesforce Research Asia. Salesforce Research Asia, officially opened March 27, 2019, is our first AI research centre out of our R&D hub in Palo Alto, California. It is located at Suntec City near the central business district. Learn more. GRANTS - SALESFORCE RESEARCH Grants will be judged based on the specifics noted above, the quality of the proposed research and how closely it matches the research we are currently doing at Salesforce. ETHICS - SALESFORCE RESEARCH As an Architect of Ethical AI Practice at Salesforce, Kathy develops research-informed best practice to educate Salesforce employees, customers, and the industry on the development of responsible AI. She collaborates and partners with external AI and ethics experts to continuously evolve Salesforce policies, practices, and products. SUPPORT - EINSTEIN PLATFORM Einstein support. Whether you are a looking for a conceptual introduction to Einstein or looking for specific implementation details we have resources for you. SALESFORCE RESEARCH ASIA Vision and Mission. Asia is a region of fast growing innovation, businesses, and talents. Our Chief Scientist, Richard Socher, former founder of MetaMind, believes that Salesforce Research’s presence in Asia is critical to enabling Salesforce’s goal of becoming a thought leader of AI in the region.CONTENT TAKEDOWN
Content takedown. Salesforce Einstein respects the intellectual property rights of third parties and responds to allegations that copyrighted material has been posted, uploaded or shared on or through the machine learning-based classification and prediction service operated by Salesforce Einstein (the “Service”) without authorization from the copyright holder in accordance with the safeEINSTEIN SIGNUP
Einstein Platform Services. Build smarter apps with Einstein Vision and Language. Sign Up Using Salesforce Sign Up Using Heroku. EINSTEIN ACCESS TOKEN Einstein Platform Services. Generate an OAuth Token. Email or AccountID. Private key
GRANTS - SALESFORCE RESEARCH Grants will be judged based on the specifics noted above, the quality of the proposed research and how closely it matches the research we are currently doing at Salesforce.CUSTOM DETECTION
Einstein Object Detection. Einstein custom object detection enables developers to train models to recognize and count multiple distinct objects within an image, providing granular details like the size and location of each object. SUPPORT - EINSTEIN PLATFORM Einstein support. Whether you are a looking for a conceptual introduction to Einstein or looking for specific implementation details we have resources for you. CAREERS - SALESFORCE RESEARCH Team leaders. Richard Socher was formerly an adjunct professor at Stanford's computer science department (where he also got his PhD), and the founder of MetaMind (acquired by Salesforce). He enjoys researching state-of-the-art AI and making it accessible. In his spare time he enjoys traveling, and photography. Richard Socher. ChiefScientist.
CUSTOM CLASSIFIER
Getting started. We’ll demonstrate how easy it is to train your own classifier in three simple steps. The end result will be a model which, when given an image, can distinguish between mountains andbeaches.
SALESFORCE RESEARCH ASIA Vision and Mission. Asia is a region of fast growing innovation, businesses, and talents. Our Chief Scientist, Richard Socher, former founder of MetaMind, believes that Salesforce Research’s presence in Asia is critical to enabling Salesforce’s goal of becoming a thought leader of AI in the region.CUSTOM INTENT
Einstein Intent. This customizable service can be taught to identify the intended meaning in a body of text. For example, you could analyze text from emails, chats, or web forms to determine which products your customers are interested in. Or, as our example shows, you can route service cases to the correct agents or departments based onTERMS OF SERVICE
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FOOD CLASSIFIER
Food Classifier. Identify over 500 different foods with this pre-made food classifier. Common use cases revolve around diet or cookingapplications.
EINSTEIN ACCESS TOKEN Einstein Platform Services. Generate an OAuth Token. Email or AccountID. Private key
SALESFORCE RESEARCHABOUTRESEARCHPUBLICATIONSASIA LABETHICSOUTREACHMARKET RESEARCH SALESFORCESALESFORCE REPORTSSALESFORCE RESEARCH PAPERWHAT ARE SALESFORCE COMMUNITIES Salesforce Research. Flagship deep learning research and engineering for the world’s smartest CRM. Learn more. When are Neural Networks more powerful than Neural Tangent Kernels? Yu Bai · 29 MAR 2021. CoCo-DST: Controllable Counterfactuals for Evaluating and Improving Dialogue State Trackers. Semih Yavuz · 15 MAR 2021. EINSTEIN - METAMIND.IO Einstein Vision. Harness the power of image recognition to solve an array of use-cases using pre-trained classifiers or custom models. Einstein Object Detection. Einstein Image Classification. GeneralClassifier.
MISSION - SALESFORCE RESEARCH Salesforce Research Asia. Salesforce Research Asia, officially opened March 27, 2019, is our first AI research centre out of our R&D hub in Palo Alto, California. It is located at Suntec City near the central business district. Learn more. RESEARCH - SALESFORCE RESEARCH We actively publish academic research and present our findings at top nlp and computer vision conferences annually. See all publications. Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing. Xi Victoria Lin, Richard Socher, Caiming Xiong · EMNLP. Catastrophic Fisher Explosion: Early Phase Fisher MatrixImpacts
GRANTS - SALESFORCE RESEARCH Grants will be judged based on the specifics noted above, the quality of the proposed research and how closely it matches the research we are currently doing at Salesforce. ETHICS - SALESFORCE RESEARCH As an Architect of Ethical AI Practice at Salesforce, Kathy develops research-informed best practice to educate Salesforce employees, customers, and the industry on the development of responsible AI. She collaborates and partners with external AI and ethics experts to continuously evolve Salesforce policies, practices, and products. SALESFORCE RESEARCH ASIA Vision and Mission. Asia is a region of fast growing innovation, businesses, and talents. Our Chief Scientist, Richard Socher, former founder of MetaMind, believes that Salesforce Research’s presence in Asia is critical to enabling Salesforce’s goal of becoming a thought leader of AI in the region.CONTENT TAKEDOWN
Content takedown. Salesforce Einstein respects the intellectual property rights of third parties and responds to allegations that copyrighted material has been posted, uploaded or shared on or through the machine learning-based classification and prediction service operated by Salesforce Einstein (the “Service”) without authorization from the copyright holder in accordance with the safeEINSTEIN SIGNUP
Einstein Platform Services. Build smarter apps with Einstein Vision and Language. Sign Up Using Salesforce Sign Up Using Heroku. EINSTEIN ACCESS TOKEN Einstein Platform Services. Generate an OAuth Token. Email or AccountID. Private key
SALESFORCE RESEARCHABOUTRESEARCHPUBLICATIONSASIA LABETHICSOUTREACHMARKET RESEARCH SALESFORCESALESFORCE REPORTSSALESFORCE RESEARCH PAPERWHAT ARE SALESFORCE COMMUNITIES Salesforce Research. Flagship deep learning research and engineering for the world’s smartest CRM. Learn more. When are Neural Networks more powerful than Neural Tangent Kernels? Yu Bai · 29 MAR 2021. CoCo-DST: Controllable Counterfactuals for Evaluating and Improving Dialogue State Trackers. Semih Yavuz · 15 MAR 2021. EINSTEIN - METAMIND.IO Einstein Vision. Harness the power of image recognition to solve an array of use-cases using pre-trained classifiers or custom models. Einstein Object Detection. Einstein Image Classification. GeneralClassifier.
MISSION - SALESFORCE RESEARCH Salesforce Research Asia. Salesforce Research Asia, officially opened March 27, 2019, is our first AI research centre out of our R&D hub in Palo Alto, California. It is located at Suntec City near the central business district. Learn more. RESEARCH - SALESFORCE RESEARCH We actively publish academic research and present our findings at top nlp and computer vision conferences annually. See all publications. Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing. Xi Victoria Lin, Richard Socher, Caiming Xiong · EMNLP. Catastrophic Fisher Explosion: Early Phase Fisher MatrixImpacts
GRANTS - SALESFORCE RESEARCH Grants will be judged based on the specifics noted above, the quality of the proposed research and how closely it matches the research we are currently doing at Salesforce. ETHICS - SALESFORCE RESEARCH As an Architect of Ethical AI Practice at Salesforce, Kathy develops research-informed best practice to educate Salesforce employees, customers, and the industry on the development of responsible AI. She collaborates and partners with external AI and ethics experts to continuously evolve Salesforce policies, practices, and products. SALESFORCE RESEARCH ASIA Vision and Mission. Asia is a region of fast growing innovation, businesses, and talents. Our Chief Scientist, Richard Socher, former founder of MetaMind, believes that Salesforce Research’s presence in Asia is critical to enabling Salesforce’s goal of becoming a thought leader of AI in the region.CONTENT TAKEDOWN
Content takedown. Salesforce Einstein respects the intellectual property rights of third parties and responds to allegations that copyrighted material has been posted, uploaded or shared on or through the machine learning-based classification and prediction service operated by Salesforce Einstein (the “Service”) without authorization from the copyright holder in accordance with the safeEINSTEIN SIGNUP
Einstein Platform Services. Build smarter apps with Einstein Vision and Language. Sign Up Using Salesforce Sign Up Using Heroku. EINSTEIN ACCESS TOKEN Einstein Platform Services. Generate an OAuth Token. Email or AccountID. Private key
GRANTS - SALESFORCE RESEARCH Grants will be judged based on the specifics noted above, the quality of the proposed research and how closely it matches the research we are currently doing at Salesforce. CAREERS - SALESFORCE RESEARCH Richard Socher was formerly an adjunct professor at Stanford's computer science department (where he also got his PhD), and the founder of MetaMind (acquired by Salesforce). He enjoys researching state-of-the-art AI and making it accessible. In his spare time he enjoys traveling, and photography. PRESS - SALESFORCE RESEARCH Press. Bootstrap your news story with images, logos, and see what other journalists are currently saying. Download press kit SUPPORT - EINSTEIN PLATFORM Einstein support. Whether you are a looking for a conceptual introduction to Einstein or looking for specific implementation details we have resources for you. SALESFORCE RESEARCH ASIA Vision and Mission. Asia is a region of fast growing innovation, businesses, and talents. Our Chief Scientist, Richard Socher, former founder of MetaMind, believes that Salesforce Research’s presence in Asia is critical to enabling Salesforce’s goal of becoming a thought leader of AI in the region.CUSTOM DETECTION
Einstein Object Detection. Einstein custom object detection enables developers to train models to recognize and count multiple distinct objects within an image, providing granular details like the size and location of each object.CUSTOM CLASSIFIER
Getting started. We’ll demonstrate how easy it is to train your own classifier in three simple steps. The end result will be a model which, when given an image, can distinguish between mountains andbeaches.
CUSTOM INTENT
Einstein Intent. This customizable service can be taught to identify the intended meaning in a body of text. For example, you could analyze text from emails, chats, or web forms to determine which products your customers are interested in. Or, as our example shows, you can route service cases to the correct agents or departments based onTERMS OF SERVICE
Term of service
FOOD CLASSIFIER
Food Classifier. Identify over 500 different foods with this pre-made food classifier. Common use cases revolve around diet or cookingapplications.
Mission Research Careers Ethics Products Press☰
Mission Research PublicationsBlog Open Source
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Flagship deep learning research and engineering for the world’ssmartest CRM.
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ProGen: Using AI to Generate Proteins Ali Madani · 11 MAR 2020 In our study, we demonstrate that an artificial intelligence (AI) model can learn the language of biology in order to generate proteins in a controllable fashion. Our AI system, ProGen, is a high capacity language model trained on the largest protein database available (~280million samples).
Celebrating the Winners of the Second Annual Salesforce Research DeepLearning Grant
Audrey Cook · 06 MAR 2020 We are proud and excited to announce this year’s winners of the Salesforce Research Deep Learning Grant. Each of our five winners will receive a $50K grant to advance their work using deep learning methods to help us shape the future of AI. Learning to retrieve reasoning paths from the Wikipedia graph Akari Asai · 24 FEB 2020 Our graph-based trainable retriever-reader framework retrieves evidence paragraphs from Wikipedia to answer open-domain questions. We show state-of-the-art performance on HotpotQA, SQuAD Open, and Natural Questions Open without any architectural changes.READ OUR PAPERS
We annually publish and present our findings at top NLP and computervision conferences.
See all publications An investigation of phone-based subword units for end-to-end speechrecognition
Weiran Wang, Yingbo Zhou, Caiming Xiong, Richard Socher · arXiv Improving out-of-distribution generalization via multi-task self-supervised pretraining Isabela Albuquerque, Nikhil Naik, Junnan Li, Nitish Keskar, RichardSocher · arXiv
Explore, Discover and Learn: Unsupervised Discovery of State-CoveringSkills
Víctor Campos, Alexander Trott, Caiming Xiong, Richard Socher, Xavier Giro-i-Nieto, Jordi Torres · arXivLEARN ABOUT AI
We distill our state-of-the-art research papers down to their simplest components. So whether you’re a busy executive or an aspiring AI researcher, you’ll find our blog posts and Trailhead articulate, efficent, and easy to understand.Blog Trailhead
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