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Development Technology

Machine Learning as a Software Engineering Enterprise with Charles Isbell – #441

As we continue our NeurIPS 2020 series, we’re joined by friend-of-the-show Charles Isbell, Dean, John P. Imlay, Jr. Chair, and professor at the Georgia Tech College of Computing. This year Charles gave an Invited Talk at this year’s conference, You Can’t Escape Hyperparameters and Latent Variables: Machine Learning as a Software Engineering Enterprise. In our […]

Development Technology

Ting Chen | Pix2Seq: A New Language Interface for Object Detection and Beyond

Sponsored by Evolution AI: https://www.evolution.ai/ Papers: https://ai.googleblog.com/2022/04/pix2seq-new-language-interface-for.html Abstract (from Ting Chen): We present Pix2Seq, a simple and generic framework for object detection. Unlike existing approaches that explicitly integrate prior knowledge about the task, we simply cast object detection as a language modeling task conditioned on the observed pixel inputs. Object descriptions (e.g., bounding boxes and […]

Development Technology

@IndeedEng: Building an Integrated Machine Learning Pipeline

Video with Audio Description: https://youtu.be/FLSYDAn6ut4 Transcript: https://go.indeed.com/transcript-sparky On March 13, data scientist/engineer duo Bryan Davis and Avadh Patel presented systems that they developed at Indeed to aid in the training and deployment of machine learning models. Attendees left with a better understanding of the challenges data scientists face bringing their models to a production setting. […]

Development Technology

UX Healthcare Design London 2024: Ethical AI in Healthcare UX:Personalising Care with Responsibility

Soraya Petrosillo: Design is a commitment to making products and services accessible and inclusive for everyone. As a UX Designer, I am deeply aware of our responsibility in a world increasingly driven by technology. My journey in the health tech sector has been deeply intertwined with advocating for the LGBT+ community, striving to bring more […]