The @AvalancheLib is now being published on JMLR!🚀 Thanks to all the people who contributed to the library, the Avalanche maintainers and especially @acarta7 for their tremendous commitment! #continuallearning #continualai

🚨 Our paper "Hyperparameters in Continual Learning: A Reality Check" (with @kchonyc) has been accepted to #TMLR! This work began with two simple questions: 1️⃣ Can current #ContinualLearning research actually work in the real world? 2️⃣ And how are hyperparameters even chosen in

Is #ContinualLearning research focused on the wrong bottleneck? For years, the goal has been to save #memory cost, but in modern systems, #GPU cost is the true constraint. In our new paper, we explore this "abundant memory" regime. We find that when forgetting is mitigated with

I am not going to #NeurIPS2023 and regret missing out on all the fun. We do have two papers to be presented, both about #ContinualLearning ♾:

#NeurIPS2023 #DomainIncrementalLearning #DomainAdaptation #ContinualLearning Overwhelmed by the tens (or hundreds?) of continual learning algorithms? We show that they are actually optimizing the same generalization bound, just with different coefficients: ) See the table below.

For years, I thought the central challenge in #ContinualLearning was how to do more with less memory. In this new work, "Memory Is Not the Bottleneck: Cost-Efficient Continual Learning via Weight Space Consolidation", we ask: what if memory isn’t the bottleneck anymore?

I am thrilled to present our poster on "Regularizing with Pseudo-Negatives for Continual Self-Supervised Learning" at #ICML2024 and have discussions with many visiting researchers! Paper: https://t.co/gothCicJU6 #ContinualLearning #LifelongLearning #SelfSupervisedLearning

Life Lessons: Growing Up and Learning with Your Partner #RelationshipGrowth #LifeLessons #PersonalDevelopment #EmotionalIntelligence #ContinualLearning #Maturity #PersonalGrowth #RelationshipTips #CoupleGoals #GrowingTogether

🌙 Seven Daily Habits for Spiritual Growth 🕌💫 #DailyHabits #SpiritualGrowth #IslamicPractices #PrioritizeSpirituality #ContinualLearning

Delighted this has came through the post. Fantastic course delivered by excellent tutors, now the real learning begins #continuallearning #developmentopportunities #enforcement

Join us Tuesday, Oct 21 for Alex Shestopaloff’s talk, “A unifying framework for generalised Bayesian online learning in non-stationary environments.”! #Bayesian #ContinualLearning #ContextualBandit

Innovation is driven by adaptation #LifelongLearning #ContinualLearning #Entrepenurial #mindset #thought #Opinion

New #NeuroAI preprint! #ContinualLearning 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)

Latest papers led by #SAIR Lab, which will be presented at #IROS2023 and #ICCV2023. #reinforcementlearning #continuallearning

Read #FeaturePaper "On Sequential Bayesian Inference for Continual Learning" from Samuel Kessler et al. https://t.co/I3kulWSshY #continuallearning #lifelonglearning #sequential #Bayesianinference #Bayesian #deeplearning #Bayesian #neuralnetworks

AI’s arrivals in our homes and workplaces require adding to all #ContinualLearning programs strategic ways to “think about our thinking.” For nearly all workers, #AI necessitates learning more mindsets and thinking methods. #Metacognition keeps minds alert, oriented, and agile.

📚Introducing MOBI On Demand! Dive into Small Business Essentials, our first audio & video course covering everything from choosing a business to marketing - all FREE! 🌟 @scubusiness @SantaClaraUniv @ForeverReadyPro #SmallBizTips #ContinualLearning #OnlineBusinessCourses

Fantastic being part of the ⁦@coleggwent⁩ Welsh for Adults Awards this evening. Celebrating all the successes & achievements of all the winners, including Sue Langdon, from ⁦@NewportCityH⁩ 👏🎉🥇🙌 #welsh #continuallearning #achievement #celebration

Paper In Focus: From Static Models to Learning Agents https://t.co/iXszf8BrJW #LLM #DynamicLearning #ContinualLearning #AIAgents #AIResearch #MachineLearning #MLOps #Evaluation #Safety