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 yourself using this link: docs.google.com/forms/d/e/1FAI…

#CoLLas2024 The fifth keynote by Jay McClelland Is Just starting! 🐨

In preparation for Data-Centric Dynamic Learning at MICCAI 2024, we're hosting a seminar with the brilliant Jaehong Yoon (on the faculty job market)! 🎓 Join us as he delves into federated continual learning agents! 👉dub.sh/dynamicmedai 🗓️Wed, August 28th 🕔 5 pm CEST 🕗 8 am PT 🕚 11 am EST

🎉 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! ⭐️24 hours of amazing talks are also recorded here: youtube.com/playlist?list=…

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/ESANN2025speci… Submission 20 Nov. 2024 esann.org/esann2025preli…) ContinualAI

Our Continual Causality Bridge is going into its 3rd edition at AAAI-25 AAAI ! 🎉 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/

ContinualAI seminars are back! Following the format of previous years, we will organize topic-specific seminars each month, and we would like for you to decide which topic we will discuss😀 Vote for your favorites below👇

The first “ConCon” challenge, tackling continual confounding, has just been launched!💡 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/challenge/

🔥More Continual Learning meets Causality 🔥 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/challenge/

📢 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

One more week to submit to our continual causality bridge at AAAI-25 🔥 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! ⬇️⬇️⬇️

Join our seminar on 𝑇𝑎𝑠𝑘-𝐴𝑔𝑛𝑜𝑠𝑡𝑖𝑐 𝐶𝑜𝑛𝑡𝑖𝑛𝑢𝑎𝑙 𝐿𝑒𝑎𝑟𝑛𝑖𝑛𝑔 𝑓𝑜𝑟 𝑡ℎ𝑒 𝑂𝑝𝑒𝑛 𝑊𝑜𝑟𝑙𝑑 with Megan Baker and Gusseppe Bravo-Rocca ♾🌎 𝐓𝐡𝐢𝐬 𝐓𝐡𝐮𝐫𝐬𝐝𝐚𝐲, 𝐅𝐞𝐛 𝟔𝐭𝐡 🕕 6 PM CET | 🕘 9 AM PST | 🕛 12 PM EST 👉 stanford.zoom.us/meeting/regist…

Join us for our March ContinualAI seminar on 𝐸𝑓𝑓𝑖𝑐𝑖𝑒𝑛𝑡 𝑓𝑖𝑛𝑒-𝑡𝑢𝑛𝑖𝑛𝑔 𝑡𝑒𝑐ℎ𝑛𝑖𝑞𝑢𝑒𝑠 (𝑎𝑑𝑎𝑝𝑡𝑒𝑟𝑠, 𝐿𝑜𝑅𝐴, 𝑎𝑛𝑑 𝑏𝑒𝑦𝑜𝑛𝑑) with Eric Coleman and Wentao Zhang! ♾ Thursday, March 6th 🕘 9 AM PST | 🕛 12 PM EST | 🕕 6 PM CET Register here 👉

🔥Join us this Thursday, March 6th for our ContinualAI Seminar! 6 PM CET | 9 AM PST | 12 PM EST We will discuss Efficient fine-tuning techniques (adapters, LoRA, and beyond) with Eric Coleman and Wentao Zhang Register here:👇 stanford.zoom.us/meeting/regist…

Join us this Thursday, April 3rd, for our ContinualAI seminar on 𝑂𝑝𝑒𝑛-𝑉𝑜𝑐𝑎𝑏𝑢𝑙𝑎𝑟𝑦 𝐿𝑒𝑎𝑟𝑛𝑖𝑛𝑔 with Ming-Xuan LIU and Monika Wysoczańska! ♾ 🕕 6 PM CET | 🕘 9 AM PT | 🕛 12 PM ET Register here 👉stanford.zoom.us/meeting/regist…

🔥Join us this Thursday, April 3rd, for our ContinualAI Seminar on: 𝑂𝑝𝑒𝑛-𝑉𝑜𝑐𝑎𝑏𝑢𝑙𝑎𝑟𝑦 𝐿𝑒𝑎𝑟𝑛𝑖𝑛𝑔 with Ming-Xuan LIU and Monika Wysoczańska ! ⏱️6 PM CET | 9 AM PT | 12 PM ET Register here 👇 stanford.zoom.us/meeting/regist…

🚨 🚨 🚨 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/regist… ♾

Hi everyone! ContinualAI also has a bluesky account: bsky.app/profile/contin… If that's your network of choice, give us a follow!

One of the core challenges continual learning addresses is data privacy protection. Deep learning models don’t just learn from data—they also store a surprising amount of it. That’s why unlearning is critical for safe, real-world deployment. Join our seminar tomorrow to dive