Eric Eaton

In emergencies, minutes can decide who lives and who dies. Our team is participating in the Triage Challenge, building AI using @AIatMeta technology to empower clinicians and prioritize care when resources are thin. (1/5) prontotriage.com ai.meta.com/blog/upenn-din…

📢 Exciting News! The Fourth Conference on Lifelong Learning Agents (CoLLAs 2025) will be held at the University of Pennsylvania (@Penn) in Philadelphia, USA 🇺🇸 🗓️ Important Dates: Abstract Deadline: Feb 21, 2025 Submission Deadline: Feb 26, 2025 Conference Dates: Aug 11 - Aug 14, 2025 We invite submissions that present new theories, methodologies, applications, or insights into algorithms and benchmarks designed for non-i.i.d. and non-stationary settings. Accepted papers will be published in the Proceedings of Machine Learning Research (PMLR). 📚 Full CFP: lifelong-ml.cc/Conferences/20… #CoLLAs2025 #AI #MachineLearning #ContinualLearning #LifelongLearning #ResearchConference #CallForPapers #NonStationaryLearning

Super proud of my students for their live demo showing real-time lifelong learning on our service robot during the @GRASPlab tours during #icra2022 Fantastic job!

Huge congratulations to @JorgeAMendez_ , who successfully defended his dissertation "Lifelong Machine Learning of Functionally Compositional Structures" today at @Penn. Absolutely groundbreaking work. Go Jorge!!! #continuallearning #MachineLearning @CIS_Penn

We hope you are doing well during these tough times. The deadline for CoLLAs has been extended as follows: Abstract Deadline: March 7th (AOE) Paper Deadline: March 10th (AOE) We look forward to seeing your submission on lifelong learning! lifelong-ml.cc/call

Just under two weeks to submit your papers!

Looking forward to @JorgeAMendez_'s talk at Penn later this afternoon on how compositional representations improve lifelong machine learning. My third PhD student is on the job market! cis.upenn.edu/graduating-phd…