🚨 CoLLAs Seminar #4! 🚨 Join Rupam Mahmood on Aug 5th @ 11am ET for: “Ways RL Is Failing to Be Continual.” 🧠🤖 🔗 Details & Zoom: lifelong-ml.cc/seminar ✉️ Join our mailing list: groups.google.com/g/collas-list

Join us July 1st at 10 am CET for our third talk where Zeynep Akata speaks on “Explainable and Adaptive Multimodal AI”. 🔗 Learn more: lifelong-ml.cc/seminar 💻 Zoom link: polymtl-ca.zoom.us/j/8406671883...

Join our Cloud HD Video Meeting

Zoom is the leader in modern enterprise cloud communications.

polymtl-ca.zoom.us

We are still accepting submissions across 3 non-archival tracks: 📚 Journal (including TMLR "CoLLAs certification"!) 🤝 Sister Conference (ICML, NeurIPS, CVPR, etc.) 🚧 Work-in-Progress 🗓️ Deadline: July 1, 2026 📍 Location: Bucharest Get all the details and submit here: lifelong-ml.cc/Conferences/...

Only a few more days until the CoLLAs Early-Career Spotlight Program deadline on June 1st!

@collasconf.bsky.social · 4mo ago

The CoLLAs Early-Career Spotlight Program is back! Showcasing early-stage scholars with an invited 30-min in-person talk & blog feature. Submit your motivation letter, outline, & CV to proposals@lifelong-ml.cc by June 1, 2026 (AoE). lifelong-ml.cc/Conferences/...

The CoLLAs Early-Career Spotlight Program is back! Showcasing early-stage scholars with an invited 30-min in-person talk & blog feature. Submit your motivation letter, outline, & CV to proposals@lifelong-ml.cc by June 1, 2026 (AoE). lifelong-ml.cc/Conferences/...

📢 CoLLAs 2026 Non-Archival Track reminders! Share your lifelong learning work before July 1st: 🎉 Got into ICML? Submit to our Published Papers Track (reviewed on a rolling basis). 🚀 Just submitted to NeurIPS? Submit to our Work-in-Progress Track! Details: lifelong-ml.cc/Conferences/...

We are excited to share the speakers for CoLLAs 2026! Register today at: lifelong-ml.cc/Conferences/... 📍 Location: Bucharest, Romania 📅 Date: Sep 14–17, 2026

📣 Announcing the CoLLAs Seminars A year-long exploration of one of the central challenges in AI: building systems that can learn continually, adapt in real time, and improve over their lifetime. ℹ️ Seminars: lnkd.in/erEdDxgP ✉️ Mailing list: lnkd.in/eEGwH-3E 🔗 Zoom link first talk: lnkd.in/ekkHE5nX

The CoLLAs submission deadline is tomorrow! We invite researchers to explore all facets of ML adaptation. - 𝗔𝗯𝘀𝘁𝗿𝗮𝗰𝘁 𝗗𝗲𝗮𝗱𝗹𝗶𝗻𝗲: April 10, 2026 - 𝗖𝗼𝗻𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝗗𝗮𝘁𝗲𝘀: Sep 14–17, 2026 🔗 𝗖𝗮𝗹𝗹 𝗳𝗼𝗿 𝗣𝗮𝗽𝗲𝗿𝘀: lifelong-ml.cc/Conferences/...

The CoLLAs submission deadline is this Friday! We invite researchers to explore all facets of ML adaptation, from incorporating new capabilities during continuous training to efficiently removing outdated or harmful data. 🔗 Submissions: lifelong-ml.cc/Conferences/...

⏰ The CoLLAs abstract deadline is only 10 days away! We invite researchers to explore all facets of ML adaptation, from incorporating new capabilities during continuous training to efficiently removing outdated or harmful data. 🔗 𝗖𝗮𝗹𝗹 𝗳𝗼𝗿 𝗣𝗮𝗽𝗲𝗿𝘀: lifelong-ml.cc/Conferences/...

📣 CoLLAs 2026 - Call For Tutorials We welcome proposals for tutorials on all facets of ML adaptation, from incorporating new capabilities during continuous training to efficiently removing outdated or harmful data. Submit to contact@lifelong-ml.cc by April 30, AOE. lifelong-ml.cc/Conferences/...

Preparing for CoLLAs 2026, we’re revisiting last year’s standout keynotes: Computational Building Blocks for Complex Cognition - Cristina Savin www.youtube.com/watch?v=7gZC... Join us in Bucharest: 🔗 Abstract deadline: 10th April 📅 Conference: Sep 14–17, 2026 in Bucharest, Romania

Computational Building Blocks for Complex Cognition - Cristina Savin - CoLLAs 2025

YouTube video by Conference on Lifelong Learning Agents (CoLLAs)

youtube.com

Preparing for CoLLAs 2026, we’re revisiting last year’s standout keynotes: Leveraging Traces for Continual Reinforcement Learning - Martha White www.youtube.com/watch?v=Y6aw... Join us in Bucharest: 🔗 Abstract deadline: 10th April 📅 Conference: Sep 14–17, 2026

Leveraging Traces for Continual Reinforcement Learning - Martha White - CoLLAs 2025

YouTube video by Conference on Lifelong Learning Agents (CoLLAs)

youtube.com

Preparing for CoLLAs 2026, we’re revisiting last year’s standout keynotes: Non Stationarity Online Learning and Loss of Plasticity - Andras Gyorgy www.youtube.com/watch?v=Atbs... Join us in Bucharest: 🔗 Abstract deadline: 10th April 📅 Conference: Sep 14–17 2026

Non Stationarity Online Learning and Loss of Plasticity - Andras Gyorgy - CoLLAs 2025

YouTube video by Conference on Lifelong Learning Agents (CoLLAs)

youtube.com

What Happens After We Solve Continual Learning? - Stephanie Chan www.youtube.com/watch?v=Ri6H... As we look ahead to CoLLAs 2026, we’re revisiting last year’s standout keynote sessions. Call for papers: 🔗 Abstract deadline: 10th April 📅 Conference: Sep 14–17, 2026 in Bucharest, Romania

What Happens After We Solve Continual Learning - Stephanie Chan - CoLLAs 2025

YouTube video by Conference on Lifelong Learning Agents (CoLLAs)

youtube.com

Continual Federated Learning - Qiang Yang www.youtube.com/watch?v=gzYY... Looking ahead to CoLLAs 2026, we’re revisiting last year’s standout keynote sessions. Call for papers: 🔗 Abstract deadline: 10th April 📅 Conference: Sep 14–17, 2026 in Bucharest, Romania

Continual Federated Learning - Qiang Yang - CoLLAs 2025

YouTube video by Conference on Lifelong Learning Agents (CoLLAs)

youtube.com

Beyond Catastrophic Forgetting - Vineeth Balasubramanian www.youtube.com/watch?v=bxOb... As we look ahead to CoLLAs 2026, we’re revisiting last year’s standout keynote sessions. Call for papers: 🔗 Abstract deadline: 10th April 📅 Conference: Sep 14–17, 2026 in Bucharest, Romania

Beyond Catastrophic Forgetting - Vineeth Balasubramanian - CoLLAs 2025

YouTube video by Conference on Lifelong Learning Agents (CoLLAs)

youtube.com

As we look ahead to CoLLAs 2026, we’re revisiting last year’s standout keynote sessions. Resolving the Sensorimotor Dilemma - George Konidaris www.youtube.com/watch?v=nTGN... 🔗 Abstract deadline: 10th April 📅 Conference: Sep 14–17, 2026 in Bucharest, Romania

Resolving the Sensorimotor Dilemma - George Konidaris - CoLLAs 2025

YouTube video by Conference on Lifelong Learning Agents (CoLLAs)

youtube.com

The CoLLAs 2026 website is LIVE! We invite researchers to explore all facets of ML adaptation, from incorporating new capabilities during continuous training to efficiently removing outdated or harmful data. 📍 Bucharest, Romania, Sep 14–17, 2026 🔗 Call for Papers: lifelong-ml.cc/Conferences/...

🎉 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

🧠 Don't miss the tutorials at #CoLLAs2025! We’re excited to host two deep dives into the theory and practice of lifelong learning: 📍Information-Theoretic Measures for Multi-Expert FM Adaptation 📍Mathematics of Continual Learning Details below 👇

🧠 Don't miss the tutorials at #CoLLAs2025! We’re excited to host two deep dives into the theory and practice of lifelong learning: 📍Information-Theoretic Measures for Multi-Expert FM Adaptation 📍Mathematics of Continual Learning Details below 👇

📢 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

📢 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

📢 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

⏰ Reminder: Only 5 days left to apply for CoLLAs Early-Career Spotlight Program for rising researchers to present their vision & trajectory in #lifelonglearning. 📅 Deadline: June 2, 2025, 23:59 AoE 🔗 lifelong-ml.cc/Conferences/... #CoLLAs2025 #EarlyCareer #ContinualLearning #AI #MachineLearning

📢 1 week left! Submit to the #CoLLAs2025 Workshop Track — ideal for early work & papers under review. 🧠 Spotlight: #LifelongLearning in Cognitive Science 🗓 Deadline: May 22, 2025 (AoE) 🔗 openreview.net/group?id=lifelong-ml.cc/CoLLAs/2025/Workshop_Track #ContinualLearning #WorkshopCFP

CoLLAs 2025 Workshop Track

Welcome to the OpenReview homepage for CoLLAs 2025 Workshop Track

openreview.net

📢 Reminder: Submit to the #CoLLAs2025 Workshop Track! Great venue for early work & papers under review. This year’s spotlight: Lifelong Learning in Cognitive Science 🧠✨ 🗓 Deadline: May 22, 2025 (AoE) 🔗 openreview.net/group?id=lif... #ContinualLearning #LifelongLearning #AI #CognitiveScience

CoLLAs 2025 Workshop Track

Welcome to the OpenReview homepage for CoLLAs 2025 Workshop Track

openreview.net

Submit your tutorial proposal or topic/presenter suggestions to tutorials@lifelong-ml.cc by April 30!

@collasconf.bsky.social · last yr.

📢 Extended Deadline for Tutorials 📢 You now have until April 30, 2025 (AoE) to submit your tutorial proposals on continual learning, LLMs, neuroscience-inspired AI & more. 🔗 lifelong-ml.cc 💡 Suggest a topic: tutorials@lifelong-ml.cc #AI #MachineLearning #ContinualLearning #CallForTutorials