A non-profit research organization and the largest open community on Continual Learning for AI. Join now! ๐Ÿ‘‡

Joined August 2018
One of the core challenges continual learning addresses is data privacy protection. Deep learning models donโ€™t just learn from dataโ€”they also store a surprising amount of it. Thatโ€™s why unlearning is critical for safe, real-world deployment. Join our seminar tomorrow to dive deeper into this topic!
๐Ÿšจ ๐Ÿšจ ๐Ÿšจ Join us this Thursday 8 May for: U n l e a r n i n g ~ in continual scenarios ~ together with: Zhenyi Wang, Sijia Liu, and Kairan Zhao 6 PM CET / 9 AM PT / 12 PM ET Hope to see you there!!! Register here: stanford.zoom.us/meeting/regโ€ฆ โ™พ
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Join us this Thursday, April 3rd, for our @ContinualAI seminar on ๐‘‚๐‘๐‘’๐‘›-๐‘‰๐‘œ๐‘๐‘Ž๐‘๐‘ข๐‘™๐‘Ž๐‘Ÿ๐‘ฆ ๐ฟ๐‘’๐‘Ž๐‘Ÿ๐‘›๐‘–๐‘›๐‘” with @miu_mingxuanliu and Monika Wysoczaล„ska! โ™พ ๐Ÿ•• 6 PM CET | ๐Ÿ•˜ 9 AM PT | ๐Ÿ•› 12 PM ET Register here ๐Ÿ‘‰stanford.zoom.us/meeting/regโ€ฆ
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Join us for our March @ContinualAI seminar on ๐ธ๐‘“๐‘“๐‘–๐‘๐‘–๐‘’๐‘›๐‘ก ๐‘“๐‘–๐‘›๐‘’-๐‘ก๐‘ข๐‘›๐‘–๐‘›๐‘” ๐‘ก๐‘’๐‘โ„Ž๐‘›๐‘–๐‘ž๐‘ข๐‘’๐‘  (๐‘Ž๐‘‘๐‘Ž๐‘๐‘ก๐‘’๐‘Ÿ๐‘ , ๐ฟ๐‘œ๐‘…๐ด, ๐‘Ž๐‘›๐‘‘ ๐‘๐‘’๐‘ฆ๐‘œ๐‘›๐‘‘) with Eric Coleman and Wentao Zhang! โ™พ Thursday, March 6th ๐Ÿ•˜ 9 AM PST | ๐Ÿ•› 12 PM EST | ๐Ÿ•• 6 PM CET Register here ๐Ÿ‘‰ stanford.zoom.us/meeting/regโ€ฆ
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One more week to submit to our continual causality bridge at AAAI-25 ๐Ÿ”ฅ We accept papers for inclusion into proceedings or for non-archival presentation. The choice is yours -> be part of a growing & diverse community that is guaranteed to spark stimulating discussions! โฌ‡๏ธโฌ‡๏ธโฌ‡๏ธ
Our Continual Causality Bridge is going into its 3rd edition at AAAI-25 @RealAAAI ! ๐ŸŽ‰ Join us for a spectacular 2 days of continual learning & causality by submitting your original 4 page work (for proceedings or non-archival tracks) until Nov 25 AOE! continualcausality.org/cfp/
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๐Ÿ“ข Exciting News! The Fourth Conference on Lifelong Learning Agents (CoLLAs 2025) will be held at the University of Pennsylvania (@Penn) in Philadelphia, USA ๐Ÿ‡บ๐Ÿ‡ธ ๐Ÿ—“๏ธ 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). ๐Ÿ“š Full CFP: lifelong-ml.cc/Conferences/2โ€ฆ #CoLLAs2025 #AI #MachineLearning #ContinualLearning #LifelongLearning #ResearchConference #CallForPapers #NonStationaryLearning
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The first โ€œConConโ€ challenge, tackling continual confounding, has just been launched!๐Ÿ’ก Submit 3-page reports (non-archival) as part of the third Cont. Causal. Bridge at AAAI@2025. (Early deadline is Dec 6, 2024 AoE) Check out the full announcement here: continualcausality.org/challโ€ฆ
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๐Ÿ”ฅMore Continual Learning meets Causality ๐Ÿ”ฅ In addition to our call for papers (by Nov 25), our Continual Causality Bridge at AAAI-25 has now opened the first continual confounding challenge! Submit challenge solutions by Jan 7 on Kaggle! More info: continualcausality.org/challโ€ฆ
The first โ€œConConโ€ challenge, tackling continual confounding, has just been launched!๐Ÿ’ก Submit 3-page reports (non-archival) as part of the third Cont. Causal. Bridge at AAAI@2025. (Early deadline is Dec 6, 2024 AoE) Check out the full announcement here: continualcausality.org/challโ€ฆ
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Our Continual Causality Bridge is going into its 3rd edition at AAAI-25 @RealAAAI ! ๐ŸŽ‰ Join us for a spectacular 2 days of continual learning & causality by submitting your original 4 page work (for proceedings or non-archival tracks) until Nov 25 AOE! continualcausality.org/cfp/
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ContinualAI retweeted
Consider sending a paper to the special session on continual and streaming learning at ESANN (6 pages w. refs), in Bruges. Neurocomputing will publish an extended version of the best papers! esann.org/ESANN2025specialseโ€ฆ Submission 20 Nov. 2024 esann.org/esann2025preliminaโ€ฆ) @ContinualAI
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ContinualAI retweeted
In preparation for Data-Centric Dynamic Learning at @MICCAI_Society 2024, we're hosting a seminar with the brilliant @jaeh0ng_yoon! ๐ŸŽ“ Join us as he delves into federated continual learning agents! ๐Ÿ‘‰dub.sh/dynamicmedai ๐Ÿ—“๏ธWed, August 28th ๐Ÿ•” 5 pm CEST ๐Ÿ•— 8 am PT ๐Ÿ•š 11 am EST
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๐ŸŽ‰ Proceedings of the 1st @ContinualAI Unconference are out: proceedings.mlr.press/v249/ Papers followed a two-stage pre-registration process. Very refreshing to read about the positive & negative outcomes! โญ๏ธ24 hours of amazing talks are also recorded here: youtube.com/playlist?list=PLโ€ฆ
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#CoLLas2024 The fifth keynote by Jay McClelland Is Just starting! ๐Ÿจ
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Dear @ContinualAI colleagues and friends, It is my pleasure as current President of the organization to announce the formal election of the ContinualAI Board and President for the next two years! You can candidate yourselfย usingย this link: docs.google.com/forms/d/e/1Fโ€ฆ
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๐Ÿจ๐Ÿ“ข 2 big deadlines are approaching for #CoLLAs2024! ๐Ÿ—“๏ธApril 28, 2024 - submission deadline for tutorials ๐Ÿ—“๏ธApril 29, 2024 - submission deadline for recently published journal papers More details ๐Ÿ‘‡ lifelong-ml.cc/Conferences/2โ€ฆ
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Reminder - submit your recently published journal papers to #CoLLAs2024 by April 29, 2024๐Ÿ‘‡
๐Ÿ“ข Call for Journal Track ๐Ÿ“ข ๐ŸŒŸ Showcase your recently published journal papers at #CoLLAs2024! This is a great way to network and amplify your (CoLLAs themed) paper's impact! ๐Ÿ—“๏ธ Submit to a light round of peer review by April 29, 2024. Details๐Ÿ‘‡ lifelong-ml.cc/Conferences/2โ€ฆ
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I am looking for 2 research assistants (only Master Degree required) on Continual Learning with about 2k / month net salary for 24 months. You can apply here: ๐Ÿ“lnkd.in/dbYvamut (Deadline: 17/04/2024 13:00) ๐Ÿ“lnkd.in/deAJi3TV (Deadline: 18/04/2024 13:00)
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Roses are Red, Violets are Blue; Donโ€™t Forget to Submit, (Tomorrow) on OpenReview!
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ContinualAI retweeted
๐Ÿšจ 2 days until the #CoLLAs2024 abstract deadline! ๐Ÿšจ Stay ahead and complete the abstract submission today! ๐Ÿ‘‡ openreview.net/group?id=lifeโ€ฆ
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ContinualAI retweeted
We are doing great - the abstract deadline for #CoLLAs2024 is one week away, and we are excited to see the submissions! Don't miss the abstract deadline - put it in your calendar today!
Elmo is just checking in! How is everybody doing?
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