#ContinualLearning
New #NeuroAI preprint on #ContinualLearning!

Continual learning methods struggle in mostly unsupervised environments with sparse labels (e.g. parents telling their child the object is an 'apple').
We propose that in the cortex, predictive coding of high-level top-down modulations solves this! (1/6)
June 10, 2025 at 1:17 PM
🚀 Ready to push the boundaries of #AI & #ML? We're hiring 7(!) brilliant PhDs, PostDocs, and Engineers to work on cutting-edge #LLMs #AutoML #ContinualLearning
@TUeindhoven

🌟 Think big and shape the future of AI!
🧑‍💻 Apply now! openml-labs.github.io/website/join...
❣️Please share❣️
December 6, 2024 at 4:25 PM
📢 Call for papers: Continual RL Workshop @ RLC 2026, Montreal 🇨🇦 !

🗓️ Submission deadline: May 22, 2026 (AoE)
🔗 Website & CFP: sites.google.com/view/continu...

#ReinforcementLearning #ContinualLearning #MachineLearning #RLC2026 #ContinualRL
May 3, 2026 at 1:15 AM
🎉 Announcing the winners of the #CoLLAs2025 Early-Career Spotlight Program!

These rising stars are pushing the boundaries of lifelong & continual learning, adaptation, and embodied AI.

👇 A thread introducing their work & talks.

#AI #MachineLearning #ContinualLearning #LifelongLearning
August 5, 2025 at 5:17 PM
📢 2 weeks until #CoLLAs2025!

Here’s what you need to make the most of it

🗓 Program: lifelong-ml.cc/Conferences/...

✅ Papers: lifelong-ml.cc/Conferences/...

📍 Venue: lifelong-ml.cc/Conferences/...

🔗 Info & registration: lifelong-ml.cc/Conferences/...

#AI #ML #ContinualLearning #LifelongLearning
CoLLAs
Collas
lifelong-ml.cc
July 27, 2025 at 1:58 PM
📢 Only 8 weeks to #CoLLAs2025!

Tackle the real-world challenges of ML: catastrophic forgetting, dist. shift, continual RL, lifelong learning & more.

📍 Aug 11–14 @upenn.edu
🧠 Talks, workshops, posters, tutorials & community

🔗 lifelong-ml.cc/Conferences/...

#ContinualLearning #AI #MachineLearning
CoLLAs
Collas
lifelong-ml.cc
June 17, 2025 at 1:53 PM
📢 Present your published work at #CoLLAs2025!

Submit recent papers (JMLR, TMLR, NeurIPS, etc.) on lifelong/continual learning, LLMs, online learning & more.

🗓 Deadline: July 5
🔗 lifelong-ml.cc/Conferences/...

#AI #MachineLearning #LifelongLearning #ContinualLearning
CoLLAs
Collas
lifelong-ml.cc
June 28, 2025 at 2:11 AM
⏰ 12 weeks until the abstract deadline for #CoLLAs2025!

We’re seeking submissions that push the boundaries of non-i.i.d. and non-stationary learning. Share your theories, methods, applications, and benchmarks! 📚

lifelong-ml.cc/Conferences/...

#AI #ML #ContinualLearning #LifelongLearning #CFP
CoLLAs
Collas
lifelong-ml.cc
November 30, 2024 at 4:28 PM
Learning new things doesn't get harder as you get older, you simply have to prioritize doing so. When I was young, I loved drawing.

#procreate #conceptart #fantasyart #digitalart #painting #hobbies #selfdevelopment #continuallearning
June 15, 2026 at 1:16 AM
If you are attending #AAAI25 make sure to take part in our 3rd Continual Causality Bridge, tomorrow Feb 25th.

I can’t travel myself due to family medical reasons 😢, but we have an exciting program with amazing speakers on #continuallearning & #causality:

www.continualcausality.org/program/
February 24, 2025 at 1:54 PM
From strength to strength – a simple phrase with profound meaning.

For more, see episode 299 of Paper Napkin Wisdom here: bit.ly/4hzcFp7

#Leadership #PersonalGrowth #Legacy #ContinualLearning #Mentorship #ProfessionalDevelopment
September 29, 2025 at 8:01 PM
🚀 Why #LifelongLearning Matters 🚀

Modern ML systems struggle in non-stationary environments, while humans adapt seamlessly. How do we bridge this gap?

📖 Read our latest blog on the vision behind #CoLLAs2025 and the future of lifelong learning research:

🔗 lifelong-ml.cc/blogs/1

#ContinualLearning
CoLLAs
Collas
lifelong-ml.cc
February 19, 2025 at 4:53 PM
📄 Modular Memory is the Key to Continual Learning Agents

#ContinualLearning #ICLR2026 #MachineLearning #FoundationModels
May 12, 2026 at 4:14 AM
🐱 Learning Over Time (LOT) Spring School
📅 24-27 March 2025 | 📍 Siena, Italy

💡 Are you considering models that continuously adapt over time instead of learning "offline" from pre-designed-huge collections of data? 🚀

🔗 sites.google.com/unisi.it/lot...

#ContinualLearning #CL #LifelongLearning
LOT Spring School
Topics
sites.google.com
December 26, 2024 at 2:39 PM
We’re inviting applications for our Early-Career Spotlight Program—a chance for rising researchers to present their vision & trajectory in #lifelonglearning.

📅 Apply by May 26, 2025
📢 30-min invited talk + blog feature

🔗 lifelong-ml.cc/Conferences/...

#AI #MachineLearning #ContinualLearning
CoLLAs
Collas
lifelong-ml.cc
April 7, 2025 at 3:01 PM
If you’re attending ICML, come visit our poster—I’d love to chat!
#ICML2025 #Vancouver #AI #ContinualLearning #MachineLearning #PosterPresentation
July 13, 2025 at 7:23 AM
⏳5 days until the abstract deadline for #CoLLAs2025!

We’re seeking submissions that push the boundaries of non-i.i.d. and non-stationary learning. Share your theories, methods, applications, and benchmarks! 📚

lifelong-ml.cc/Conferences/...

#AI #ML #ContinualLearning #LifelongLearning #CFP
February 17, 2025 at 6:09 PM
🚨 Call for Reviewers! 🚨

Want to contribute to advancing #LifelongLearning research? #CoLLAs2025 is looking for expert reviewers! 📝

Help shape the field by reviewing cutting-edge research in continual and lifelong learning.

🔗 Apply here: forms.gle/z1VFR4FRCbHj...

#ContinualLearning
CoLLAs 2025 Reviewer Self-nomination
Thank you for your interest in reviewing for CoLLAs 2025. Please fill this form and we will invite you as a reviewer.
forms.gle
February 13, 2025 at 3:01 PM
The Call for Papers for CoLLAs 2025, the premier venue for continual and lifelong learning research in AI is out: lifelong-ml.cc

The Abstract Deadline is Feb 21, 2025. It will be held in Philadelphia in August.

#continuallearning #deeplearning #lifelonglearning #ai #collas2025
November 16, 2024 at 3:01 PM
🚨 87% des requêtes SQL échouent. Testez des agents text-to-SQL à mémoire augmentée pour réduire les erreurs. Discutons-en ! #InnovationData #DataStrategy #AIinBusiness #SQLAutomation #DecisionIntelligence #ContinualLearning #CTO #DataDriven
December 4, 2025 at 9:00 AM
👏 Join us in celebrating these early-career researchers at #CoLLAs2025!

📍 Aug 11–14 @ University of Pennsylvania

🔗 lifelong-ml.cc/Conferences/...

#AI #ML #LifelongLearning #ContinualLearning #CoLLAs2025
CoLLAs
Collas
lifelong-ml.cc
August 5, 2025 at 5:17 PM
💡 L’oubli, talon d’Achille des IA ? Avec SuRe (Surprise-Driven Replay), +5 points de précision même avec replay réduit. Jusqu’où imiter l’adaptabilité humaine ? Vos avis ? #MachineLearning #ContinualLearning #AIResearch #DeepLearning #MLInnovation
December 3, 2025 at 4:35 PM
𝗧𝘄𝗲𝗲𝘁 𝟭𝟰/𝟭𝟰
Co myślisz o tej koncepcji?
Czy AI uczące się przez doświadczenie to przyszłość, czy może wolisz kontrolę przez "przeprogramowywanie"?
Jak widzisz praktyczne zastosowania takiego podejścia w swojej branży?
#AI #MachineLearning #ContinualLearning #ArtificialIntelligence
August 27, 2025 at 10:00 PM
🤖 Jaehong Yoon (NTU Singapore)

Talk: Toward Continually Growing Embodied AIs via Selective and Purposeful Experience

From multimodal LLMs to LLM-generated training environments, Jaehong shows how purposeful experience helps agents grow efficiently.

#EmbodiedAI #ContinualLearning #LLMs
August 5, 2025 at 5:17 PM