#continuallearning search results

This paper defines a new, practical setting for Instance-Incremental Learning, focusing on cost-effective model promotion - hackernoon.com/data-scarcity-… #data #continuallearning

🧠 Forgetting might just save medical AI. A look at how adaptive algorithms are reshaping digital healthcare. 👉 bekey.io/blog/teaching-… #AIinHealthcare #DigitalHealth #ContinualLearning #EthicalAI

Is #ContinualLearning evaluation giving us a false sense of progress? For years, the CL community has relied on a conventional but flawed protocol: tuning and evaluating algorithms on the same scenario. This is unrealistic (future data is inaccessible) and leads to a significant…

🌟 Embrace the journey of continual learning! Every lesson is a step towards growth. Let's unlock your potential together with Lead with Linnea. Ready to take the leap? Visit us at wix.to/NyvWMeQ 🚀 #ContinualLearning #GrowthMindset #EmbraceChange

Continual Learning isn’t just about adapting to new tasks, it’s about retaining past knowledge while efficiently learning new ones. As highlighted in “A Comprehensive Survey of Continual Learning: Theory, Method and Application” #AI #ML #ContinualLearning #DeepLearning

Continuous learning & long-term memory — systems that retain context across sessions for personalization and better decisions. Retrieval-augmented workflows + world models matter. #AI #ContinualLearning

Looking forward to meeting new people, sharing ideas, and learning from the amazing #AIResearch community at #ICCV2025! ☕ Proud to represent @PurdueECE & @_LXAI 💛 #ContinualLearning #NeuromorphicComputing #SpikingNeuralNetworks #DeepLearning #OnDeviceLearning

Your long-term investment? Skills. 📖 Storytelling, marketing, branding—build robust foundations, not fleeting trends. 🌿 #ContinualLearning

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

Tencent Unveils Training-Free AI Learning Method Read More: lnkd.in/gEC__Tkx @TencentGlobal #trainingfree #continuallearning #experiencelibrary #AIEfficiency #AIInfrastructure

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…

Continual learning enables AI systems to adapt in dynamic environments, maintaining relevance over time. #AI #ContinualLearning #ML

Lifelong Learning in AI AI systems must adapt to changing environments and data. Continual learning, model retraining, and human-in-the-loop strategies are key to maintaining relevance and performance. Static models don’t survive dynamic systems. #AI #ContinualLearning #MLOps

Just diving deep into AI agents and continuous learning! The future isn't just about building smart systems, but systems that evolve. What are your go-to resources for staying updated on the latest in adaptive AI? #AIagents #MachineLearning #ContinualLearning

Takeaway: Forgetting isn’t random—it’s tied to distributional shifts. On-policy RL stays “close” to the base model, while SFT wanders. For stable, lifelong AI, RL’s Razor is a sharp guide. ⚔️ #ContinualLearning 7/8

Key finding 1: RL vs. SFT. Across tasks like math reasoning, science Q&A, tool use, and robotics, RL matches SFT’s new-task accuracy but keeps way more prior knowledge. Pareto frontiers prove RL’s balance is superior. 📊 #DeepLearning #ContinualLearning 3/8

#SecurityMatters #ContinualLearning #WorkSmarter #ProtectYourData #InfoSecAwareness #ComplianceReady #SmartPractices #ResilientBusiness #LearningMadeEasy #StandardsInAction

🚨 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…

Full reveal coming soon for our biggest & boldest ContinualAI event yet! Leading up to our reveal, we will be posting some teaser memes 😎 #continuallearning #science

#Leadership #ContinualLearning

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

Read #FeaturePaper "On Sequential Bayesian Inference for Continual Learning" from Samuel Kessler et al. mdpi.com/1099-4300/25/6… #continuallearning #lifelonglearning #sequential #Bayesianinference #Bayesian #deeplearning #Bayesian #neuralnetworks

Introducing Learning to Prompt (L2P), an #ML model training method that uses learnable task-relevant prompts to guide pre-trained models through training on sequential tasks and results in high performance in the #ContinualLearning setting. Read more → goo.gle/382Vygu

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…

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?

Some goals for Continual Learning, by @RaiaHadsell at #ContinualLearning Workshop #NeurIPS2018

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: arxiv.org/abs/2306.05101 #ContinualLearning #LifelongLearning #SelfSupervisedLearning

Proud to share Joseph's (@kajjah) and Prof. Vineeth's latest work at #NeurIPS2020 - "Meta-Consolidation for Continual Learning". They present a novel methodology for continual learning called MERLIN. #ContinualLearning #deeplearning #MetaLearning #cseiith

⁦@GreenevilleCity⁩ BOE members participating in the TSBA Summer Law Institute. Learning about new legislation and its effect on education. #Continuallearning #Informed #engaged

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

Being part of @TheMktgAcademy is a gift that keeps on giving. It’s been so valuable to stay connected to this incredible alumni group. Thank you everyone for the amazing day! #ContinualLearning #GrowthMindset

Introducing SparCL accepted at #NeurIPS2022, which focuses on efficiency aspect in #ContinualLearning through weight sparsity, data efficiency, and gradient sparsity. SoTA results with 23X less training FLOPs and proven effectiveness on a mobile phone! arxiv.org/abs/2209.09476

😍👏 @giuliabelgio presented her and @JohnasGonzalez @alefreedot @gsandini @netspash's work on #ContinualLearning in #HRI at @iros2022 @IITalk @RBCS_IIT

🔥 Last call for papers for the 𝗖𝗼𝗻𝘁𝗶𝗻𝘂𝗮𝗹 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴 𝗶𝗻 𝗖𝗼𝗺𝗽𝘂𝘁𝗲𝗿 𝗩𝗶𝘀𝗶𝗼𝗻 workshop at CVPR! 𝗗𝗲𝗮𝗱𝗹𝗶𝗻𝗲: 𝟮𝟬𝘁𝗵 𝗼𝗳 𝗠𝗮𝗿𝗰𝗵! 🔥 📍 Call for papers: lnkd.in/eKdNmUk #continuallearning #deeplearning #continualai

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.

We contextualized classical medical imaging idea of #Atlas-based segmentation for #ContinualLearning. Congratulations @amin_ranem for the acceptance in @wacv_official. Details will follow soon.

[1/4] I'm really excited to share with you a new pre-print on our recent work 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐯𝐞 𝐍𝐞𝐠𝐚𝐭𝐢𝐯𝐞 𝐑𝐞𝐩𝐥𝐚𝐲 𝐟𝐨𝐫 𝐂𝐨𝐧𝐭𝐢𝐧𝐮𝐚𝐥 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠! 📍pre-print: lnkd.in/ddqdT_Qz #continuallearning #continualai #deeplearning