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)
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)
@TUeindhoven
🌟 Think big and shape the future of AI!
🧑💻 Apply now! openml-labs.github.io/website/join...
❣️Please share❣️
@TUeindhoven
🌟 Think big and shape the future of AI!
🧑💻 Apply now! openml-labs.github.io/website/join...
❣️Please share❣️
🗓️ Submission deadline: May 22, 2026 (AoE)
🔗 Website & CFP: sites.google.com/view/continu...
#ReinforcementLearning #ContinualLearning #MachineLearning #RLC2026 #ContinualRL
🗓️ Submission deadline: May 22, 2026 (AoE)
🔗 Website & CFP: sites.google.com/view/continu...
#ReinforcementLearning #ContinualLearning #MachineLearning #RLC2026 #ContinualRL
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
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
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
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
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
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
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
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
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
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
#procreate #conceptart #fantasyart #digitalart #painting #hobbies #selfdevelopment #continuallearning
#procreate #conceptart #fantasyart #digitalart #painting #hobbies #selfdevelopment #continuallearning
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/
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/
For more, see episode 299 of Paper Napkin Wisdom here: bit.ly/4hzcFp7
#Leadership #PersonalGrowth #Legacy #ContinualLearning #Mentorship #ProfessionalDevelopment
For more, see episode 299 of Paper Napkin Wisdom here: bit.ly/4hzcFp7
#Leadership #PersonalGrowth #Legacy #ContinualLearning #Mentorship #ProfessionalDevelopment
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
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
#ContinualLearning #ICLR2026 #MachineLearning #FoundationModels
#ContinualLearning #ICLR2026 #MachineLearning #FoundationModels
📅 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
📅 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
📅 Apply by May 26, 2025
📢 30-min invited talk + blog feature
🔗 lifelong-ml.cc/Conferences/...
#AI #MachineLearning #ContinualLearning
📅 Apply by May 26, 2025
📢 30-min invited talk + blog feature
🔗 lifelong-ml.cc/Conferences/...
#AI #MachineLearning #ContinualLearning
#ICML2025 #Vancouver #AI #ContinualLearning #MachineLearning #PosterPresentation
#ICML2025 #Vancouver #AI #ContinualLearning #MachineLearning #PosterPresentation
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
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
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
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
The Abstract Deadline is Feb 21, 2025. It will be held in Philadelphia in August.
#continuallearning #deeplearning #lifelonglearning #ai #collas2025
The Abstract Deadline is Feb 21, 2025. It will be held in Philadelphia in August.
#continuallearning #deeplearning #lifelonglearning #ai #collas2025
📍 Aug 11–14 @ University of Pennsylvania
🔗 lifelong-ml.cc/Conferences/...
#AI #ML #LifelongLearning #ContinualLearning #CoLLAs2025
📍 Aug 11–14 @ University of Pennsylvania
🔗 lifelong-ml.cc/Conferences/...
#AI #ML #LifelongLearning #ContinualLearning #CoLLAs2025
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
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
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
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