Explore tweets tagged as #continuallearning
@v_lomonaco
Vincenzo Lomonaco
2 years
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
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@_sungmin_cha
Sungmin Cha
6 months
🚨 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
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@_sungmin_cha
Sungmin Cha
8 days
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
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@dgonginf
Dong Gong
2 years
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 ♾:
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@HaoGarfield
Hao Wang
2 years
#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.
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@_sungmin_cha
Sungmin Cha
5 months
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?
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@_sungmin_cha
Sungmin Cha
1 year
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
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@NoorIslamicEd
NoorIslamicEducation
2 years
🌙 Seven Daily Habits for Spiritual Growth 🕌💫 #DailyHabits #SpiritualGrowth #IslamicPractices #PrioritizeSpirituality #ContinualLearning
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@kennyStark6089
Kenny Stark
2 years
Delighted this has came through the post. Fantastic course delivered by excellent tutors, now the real learning begins #continuallearning #developmentopportunities #enforcement
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@OnlineMCSeminar
Monte Carlo Seminar
7 days
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
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@3scorciav
Victor Escorcia
2 years
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@VietAnhKhoaTran
Viet Anh Khoa Tran
5 months
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)
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@SAIRLab
King’s Social AI & Robotics Lab
2 years
Latest papers led by #SAIR Lab, which will be presented at #IROS2023 and #ICCV2023. #reinforcementlearning #continuallearning
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@Entropy_MDPI
Entropy MDPI
2 years
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
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@JohnRDallasJr
John R Dallas Jr
2 years
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.
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@SCU_MOBI
My Own Business
2 years
📚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
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@JSummerhayesHR
Julie Summerhayes (She/her)
2 years
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
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