The paper submission deadline for the CLVision workshop has been extended to March 13th.

There is still time to submit your (archival or non-archival) contribution!

#CVPR #continuallearning

The challenge for the CLVision workshop is announced! #continuallearning #CVPR2023

Can you design a strategy to efficiently leverage repetition in continual learning streams?

Read more on the website, and be ready when the challenge starts (20 March)!

https://sites.google.com/view/clvision2023/challenge

#ContinualAI is back in 2023 with a revised #seminar format!

To foster exciting discussions, our seminars will now be in a meet-up style: once a month with multiple short talks on related topics to provide a platform for scientific discourse & socializing!
https://www.continualai.org/activities/2023-seminar-series

Join us for the first session next Thursday (February 23rd at 3 pm UTC) for "#ContinualLearning on the Edge" with Yabin Wang, Zifeng Wang & Ali Ayub!

Receive your invitation by visiting: https://forms.gle/XWC6cTWW1e2yNmij7

🎉"A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning" is published in Neural Networks (open access):

https://doi.org/10.1016/j.neunet.2023.01.014

It's a comprehensive 30+ page resource to both survey & start unifying views for new and old continual learners alike.

Includes several practical examples to showcase the benefits & a revised definition as a new guideline!

#ContinualLearning #LifelongLearning #MachineLearning

🧵⬇️

🎉"A wholistic view of continual learning with deep neural networks: Forgotten lessons and the bridge to active and open world learning" is published in Neural Networks (open access):

https://doi.org/10.1016/j.neunet.2023.01.014

It's a comprehensive 30+ page resource to both survey & start unifying views for new and old continual learners alike.

Includes several practical examples to showcase the benefits!

#ContinualLearning #LifelongLearning #MachineLearning

🧵⬇️

The Continual Causality Bridge starts in exactly 2 weeks.
Still time to register & attend! #AAAI23

We’ve got amazing speakers, panelists, tutorials, software labs & accepted papers.

Here’s a glimpse in below image.

Check out the website for full program & detailed info: https://www.continualcausality.org

#ContinualLearning #LifelongLearning #Causality #CausalInference

The Continual Causality Bridge starts in exactly 2 weeks.
Still time to register & attend! #AAAI23

We’ve got amazing speakers, panelists, tutorials, software labs & accepted papers.

Here’s a glimpse in below image.

Check out the website for full program & detailed info: https://www.continualcausality.org

#ContinualLearning #LifelongLearning #Causality #CausalInference

Ready to bridge #ContinualLearning & #Causality?

We are pleased to share the full set of amazing speakers, panelists, software labs, tutorials & accepted papers for our #AAAI23 2-day #ContinualCausality Bridge - Feb 7+8 (in-person in Washington DC + virtual attendance)

https://www.continualcausality.org

A 🧵with details ⬇️

Someone please update me on the appeal of online continual learning (seeing data in a stream exactly once) & then employing large memory buffers to store data.

What am I missing?
Isn't this basically relaxing again to offline training with a small twist on using data sub-sets?

#ContinualLearning #LifelongLearning #MachineLearning

Another day another launch 😬
I am super excited to announce that we open sourced Renate, a #ContinualLearning library to automatically retrain and retune deep neural networks.
#deeplearning #opensource #aws

https://github.com/awslabs/Renate

#Introduction I'm a #PhD student at #LTI #SCS #CMU

I'm interested in #ML #NLP and #Optimization with a specific focus on #LifelongLearning #ContinualLearning #MetaLearning and #MultitaskLearning

Another #CLVision (Continual Learning in Computer Vision) workshop at #CVPR2023 coming up. The 4th edition! 🥳 🎉

More details, invited speakers and the call for papers will be announced early January. Stay tuned! #continuallearning

https://sites.google.com/view/clvision2023

This is a fabulous book for anyone wanting to learn more about lichens. The descriptions are detailed, easy to follow, and incorporate some delightful wit. The range maps are great for much of North America so even if you don't live near the Smoky Mountains is is useful! #lichens #learninglichens #sexymicrofauna #lifeonearth #continuallearning #fungi #algae #retiredecologist #ecology #lichensubscribe

So exiting to finally start the workshop #ACML2022

Looking forward to the talks, contributed papers, community building discussion & meeting people.

Join our event Slack, link on the webpage: https://continual-lifelong-learners.github.io/program/

#ContinualLearning #LifelongLearning

I’ll be flying to Hyderabad/India this Saturday & attending #ACML from Dec 12-14.

It’s my first in-person conference in 3 years, so do reach out if you’d like to meet! ☺️

You can also find me at our continual lifelong learning workshop on Monday: https://continual-lifelong-learners.github.io & the mentor roundtable on Tuesday.

#ContinualLearning #LifelongLearning #MachineLearning

If you are interested in learning more about Lifelong (Continual) Machine Learning & are virtually attending #NeurIPS2022 @NeuripsConf
I highly recommend today’s (Dec 5) tutorial from 8-10:30 AM EST (1-3:30 PM GMT)!

Tyler L. Hayes, Dhireesha Kudithipudi & Gido van de Ven will walk you through various aspects and there will be a live panel discussion!

https://sites.google.com/view/neurips2022-llm-tutorial?pli=1

#LifelongLearning #ContinualLearning
#MachineLearning

Hi all. First post on here. In case you don’t know me, I’ve been in #machinelearning for a while (trained my first #neural networks in 1999, but they were rubbish!) now focused on #compBio applications (mainly #proteinengineering ), but also interests in #bayesian statistics, #PrivacyEnhancingTechnologies and #continuallearning . Currently leading a fantastic team of scientists and engineers at Amazon. Slightly sad at the demise of Twitter, hoping #mastodon can fill the hole it left!

🚨 Deadline Extension - #ContinualCausality Bridge - #AAAI23 🚨

Following several requests, we have decided to move the submission deadline to 22nd November AOE to upload your 2 page vision/position papers on linking continual learning & causality:

https://www.continualcausality.org/cfp/

#ContinualLearning #LifelongLearning #CausalInference #MachineLearning

Boosts appreciated =)!

A bit more than 24 hours left to submit to the #ContinualCausality bride at #AAAI23! (Deadline Nov 18th anywhere on earth - AOE)

Submit your two page position/vision paper to discuss ideas, prospects, challenges etc. on how continual learning and causality can be linked: https://www.continualcausality.org

#ContinualLearning #LifelongLearning #MachineLearning #ContinualAI #CausalInference

A bit more than 24 hours left to submit to the #ContinualCausality bride at #AAAI23!

Submit your two page position/vision paper to discuss ideas, prospects, challenges etc. on how continual learning and causality can be linked: https://www.continualcausality.org

#ContinualLearning #LifelongLearning #MachineLearning #ContinualAI #CausalInference