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I'm excited to be giving a talk next week at #CoLLAs2025 on novel class discovery and open-vocabulary learning! 🐨

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CoLLAs Collas

πŸ‘ Join us in celebrating these early-career researchers at #CoLLAs2025!

πŸ“ Aug 11–14 @ University of Pennsylvania

πŸ”— lifelong-ml.cc/Conferences/...

#AI #ML #LifelongLearning #ContinualLearning #CoLLAs2025

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πŸŽ‰ 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.

πŸ‘‡ A thread introducing their work & talks.

#AI #MachineLearning #ContinualLearning #LifelongLearning

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🧠 Don't miss the tutorials at #CoLLAs2025!

We’re excited to host two deep dives into the theory and practice of lifelong learning:

πŸ“Information-Theoretic Measures for Multi-Expert FM Adaptation

πŸ“Mathematics of Continual Learning

Details below πŸ‘‡

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CoLLAs Collas

πŸ“’ 2 weeks until #CoLLAs2025!

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

πŸ—“ Program: lifelong-ml.cc/Conferences/...

βœ… Papers: lifelong-ml.cc/Conferences/...

πŸ“ Venue: lifelong-ml.cc/Conferences/...

πŸ”— Info & registration: lifelong-ml.cc/Conferences/...

#AI #ML #ContinualLearning #LifelongLearning

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CoLLAs Collas

πŸ“’ Present your published work at #CoLLAs2025!

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

πŸ—“ Deadline: July 5
πŸ”— lifelong-ml.cc/Conferences/...

#AI #MachineLearning #LifelongLearning #ContinualLearning

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CoLLAs Collas

πŸ“’ Only 8 weeks to #CoLLAs2025!

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

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

πŸ”— lifelong-ml.cc/Conferences/...

#ContinualLearning #AI #MachineLearning

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⏰ Reminder: Only 5 days left to apply for CoLLAs Early-Career Spotlight Program for rising researchers to present their vision & trajectory in #lifelonglearning.

πŸ“… Deadline: June 2, 2025, 23:59 AoE

πŸ”— lifelong-ml.cc/Conferences/...

#CoLLAs2025 #EarlyCareer #ContinualLearning #AI #MachineLearning

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CoLLAs 2025 Workshop Track Welcome to the OpenReview homepage for CoLLAs 2025 Workshop Track

πŸ“’ 1 week left! Submit to the #CoLLAs2025 Workshop Track β€” ideal for early work & papers under review.

🧠 Spotlight: #LifelongLearning in Cognitive Science
πŸ—“ Deadline: May 22, 2025 (AoE)

πŸ”— openreview.net/group?id=lifelong-ml.cc/CoLLAs/2025/Workshop_Track

#ContinualLearning #WorkshopCFP

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CoLLAs 2025 Workshop Track Welcome to the OpenReview homepage for CoLLAs 2025 Workshop Track

πŸ“’ Reminder: Submit to the #CoLLAs2025 Workshop Track!

Great venue for early work & papers under review. This year’s spotlight: Lifelong Learning in Cognitive Science 🧠✨

πŸ—“ Deadline: May 22, 2025 (AoE)

πŸ”— openreview.net/group?id=lif...

#ContinualLearning #LifelongLearning #AI #CognitiveScience

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CoLLAs Collas

Got ongoing work or a paper under review? Submit to the #CoLLAs2025 Workshop Track! This year, we’re also highlighting Lifelong Learning in Cognitive Science 🧠✨

πŸ”Ή Deadline: May 22, 2025 (AoE)
πŸ”— lifelong-ml.cc/Conferences/...

#ContinualLearning #LifelongLearning #AI #CognitiveScience

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Excited to announce that Dr. Cristina Savin will be an invited speaker at #CoLLAs2025! 🎀

A Professor at @nyu.edu, she works at intersection of neuroscience & ML to study how bio. & artificial systems learn & adapt in dynamic environments.

Stay tuned for more details on her talk!
πŸ”— lifelong-ml.cc

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Excited to announce that Dr. Qiang Yang will be an invited speaker at #CoLLAs2025! 🎀

An Emeritus Professor at HKUST and Chief AI Officer at WeBank renowned for his pioneering work in data mining, transfer learning, and federated learning.

Stay tuned for more details on his talk!

πŸ”— lifelong-ml.cc

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Excited to announce that Dr. Stephanie Chan (@scychan.bsky.social) will be an invited speaker at #CoLLAs2025! 🎀

A researcher at Google Deepmind, she is working to build systems at the intersection of neuroscience & AI.

Stay tuned for more details on her talk!

πŸ”— lifelong-ml.cc

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CoLLAs Collas

At #CoLLAs2025, we’re committed to fostering an inclusive and accessible research community:

βœ… Reimbursable early registration & visa support

βœ… Travel grants & fee waivers to reduce financial barriers

βœ… Mentorship & visibility for early-career researchers

Learn more: πŸ”— lifelong-ml.cc/blogs/3

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Excited to announce that Dr. Kevin Murphy
@sirbayes.bsky.social will be speaking at #CoLLAs2025! 🎀

A researcher at Google DeepMind, he is a pioneer in probabilistic ML & Bayesian methods.

Stay tuned for more details on his talk!

πŸ”— lifelong-ml.cc

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⏳ One Day Left! ⏳

The #CoLLAs2025 abstract deadline is tomorrow! πŸ“…

Still on the fence? Checkout the exciting lineup of invited speakers. This is your chance to share your work and connect with top researchers in the field!

Submit your abstract today! πŸ“

πŸ”— lifelong-ml.cc

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CoLLAs Collas

πŸ“’ Deadline Extension Alert! πŸ“’

Good news! We’re extending the #CoLLAs2025 submission deadlines:

πŸ“ Abstracts: Feb 26, 2025, 23:59 AoE
πŸ“„ Papers: Mar 3, 2025, 23:59 AoE

More time to refine your workβ€”don't miss this chance to contribute to #lifelong-learning research! πŸš€

πŸ”— lifelong-ml.cc

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CoLLAs Collas

πŸš€ Why #LifelongLearning Matters πŸš€

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

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

πŸ”— lifelong-ml.cc/blogs/1

#ContinualLearning

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⏳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! πŸ“š

lifelong-ml.cc/Conferences/...

#AI #ML #ContinualLearning #LifelongLearning #CFP

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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.

🚨 Call for Reviewers! 🚨

Want to contribute to advancing #LifelongLearning research? #CoLLAs2025 is looking for expert reviewers! πŸ“

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

πŸ”— Apply here: forms.gle/z1VFR4FRCbHj...

#ContinualLearning

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Cxcited to announce that Dr. Vineeth Balasubramanian will be an invited speaker at #CoLLAs2025!

A Professor at IIT Hyderabad, his research spans explainability, continual learning, & learning with limited labels.

Stay tuned for more details on his talk!

πŸ”— lifelong-ml.cc

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Excited to announce that Dr. George Konidaris will be speaking at #CoLLAs2025!

An Associate Professor at Brown University and director of Intelligent Robot Lab, his research focuses on building autonomous robots that learn, plan and adapt.

Stay tuned for more details on his talk!

πŸ”— lifelong-ml.cc

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Excited to announce that Dr. Martha White will be an invited speaker at #CoLLAs2025! 🎀

An Associate Professor at the U of Alberta, Canada CIFAR AI Chair, & member of RLAI & Amii, her research focuses on adaptive systems that #continually learn and improve.

Stay tuned for more details on her talk!

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Excited to announce that Dr. Martha White will be an invited speaker at #CoLLAs2025! 🎀

An Associate Professor at the U of Alberta, Canada CIFAR AI Chair, & member of RLAI & Amii, her research focuses on adaptive systems that #continually learn and improve.

Stay tuned for more details on her talk!

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CoLLAs 2025 Conference Welcome to the OpenReview homepage for CoLLAs 2025 Conference

Missed the ICML deadline? 😬 Don't worryβ€”science doesn’t run on conference deadlines!

Good news: #CoLLAs2025 submissions are still open! πŸ“’

Abstract deadline: Feb 21 (AoE)
Submission deadline: Feb 26 (AoE)

Take a deep breath, polish that paper, and submit!

πŸ”— openreview.net/group?id=lif...

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πŸŽ‰βœ¨ Happy New Year! βœ¨πŸŽ‰

May your models train continually πŸ§ πŸ€–, your learning never stagnate πŸš€, and your non-stationary environments stay just challenging enough πŸŒπŸ”„! Here's to a year of lifelong learning and groundbreaking research.

See you at #CoLLAs2025 in Philly this August! πŸ—“οΈπŸ“

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CoLLAs Collas

⏰ 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! πŸ“š

lifelong-ml.cc/Conferences/...

#AI #ML #ContinualLearning #LifelongLearning #CFP

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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

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