Sigmoid Social

Victor PaléologueAs they present their idea for producing symbolic AI domains using <a href="https://fediscience.org/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a>, they present an interesting summary of why "Good Old-Fashioned <a href="https://fediscience.org/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a>" is still totally relevant today - despite being aware of its limitations.<a href="https://www.youtube.com/watch?v=_TrKARhF5cI" rel="nofollow noopener" translate="no" target="_blank">https://www.youtube.com/watch?v=_TrKARhF5cI</a>I, too, rather recommend traditional <a href="https://fediscience.org/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> in my solutions, instead of blindly yielding to the current trends.Plus it paves the way for <a href="https://fediscience.org/tags/continuallearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#continuallearning</a> to improve the skills with time.

Lukas GalkeI'm so excited for the Unconference :) It just started but you can still register/join.<a href="https://unconf.continualai.org/register" target="_blank" rel="nofollow noopener" translate="no">https://unconf.continualai.org/register</a><a href="https://sigmoid.social/tags/unconf23" class="mention hashtag" rel="tag">#unconf23</a> <a href="https://sigmoid.social/tags/ContinualLearning" class="mention hashtag" rel="tag">#ContinualLearning</a> <a href="https://sigmoid.social/tags/LifelongLearning" class="mention hashtag" rel="tag">#LifelongLearning</a> <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="tag">#MachineLearning</a>

Gido van de VenThe 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!<a href="https://sigmoid.social/tags/CVPR" class="mention hashtag" rel="tag">#CVPR</a> <a href="https://sigmoid.social/tags/continuallearning" class="mention hashtag" rel="tag">#continuallearning</a>

Gido van de VenThe challenge for the CLVision workshop is announced! <a href="https://sigmoid.social/tags/continuallearning" class="mention hashtag" rel="tag">#continuallearning</a> <a href="https://sigmoid.social/tags/CVPR2023" class="mention hashtag" rel="tag">#CVPR2023</a>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)!<a href="https://sites.google.com/view/clvision2023/challenge" target="_blank" rel="nofollow noopener" translate="no">https://sites.google.com/view/clvision2023/challenge</a>

Max Vladymyrov 🇺🇦ML algorithms need lots of data and are prone to catastrophic forgetting. We present a new method for continual few-shot learning, bringing us closer to the way humans learn: sample efficient, while maintaining long-term retention. 📜<a href="https://arxiv.org/abs/2301.04584" target="_blank" rel="nofollow noopener" translate="no">https://arxiv.org/abs/2301.04584</a>🧵 below:<a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="tag">#AI</a> <a href="https://sigmoid.social/tags/CV" class="mention hashtag" rel="tag">#CV</a> <a href="https://sigmoid.social/tags/NewPaper" class="mention hashtag" rel="tag">#NewPaper</a> <a href="https://sigmoid.social/tags/DeepLearning" class="mention hashtag" rel="tag">#DeepLearning</a> <a href="https://sigmoid.social/tags/MachineLearning" class="mention hashtag" rel="tag">#MachineLearning</a> <a href="https://sigmoid.social/tags/FewShotLearning" class="mention hashtag" rel="tag">#FewShotLearning</a> <a href="https://sigmoid.social/tags/ContinualLearning" class="mention hashtag" rel="tag">#ContinualLearning</a> <a href="https://sigmoid.social/tags/HyperNetworks" class="mention hashtag" rel="tag">#HyperNetworks</a> <a href="https://sigmoid.social/tags/Transformers" class="mention hashtag" rel="tag">#Transformers</a>

Cédric ArchambeauAnother day another launch 😬 I am super excited to announce that we open sourced Renate, a <a href="https://sigmoid.social/tags/ContinualLearning" class="mention hashtag" rel="tag">#ContinualLearning</a> library to automatically retrain and retune deep neural networks. <a href="https://sigmoid.social/tags/deeplearning" class="mention hashtag" rel="tag">#deeplearning</a> <a href="https://sigmoid.social/tags/opensource" class="mention hashtag" rel="tag">#opensource</a> <a href="https://sigmoid.social/tags/aws" class="mention hashtag" rel="tag">#aws</a><a href="https://github.com/awslabs/Renate" target="_blank" rel="nofollow noopener" translate="no">https://github.com/awslabs/Renate</a>

Sanket Vaibhav Mehta<a href="https://sigmoid.social/tags/Introduction" class="mention hashtag" rel="tag">#Introduction</a> I'm a <a href="https://sigmoid.social/tags/PhD" class="mention hashtag" rel="tag">#PhD</a> student at <a href="https://sigmoid.social/tags/LTI" class="mention hashtag" rel="tag">#LTI</a> <a href="https://sigmoid.social/tags/SCS" class="mention hashtag" rel="tag">#SCS</a> <a href="https://sigmoid.social/tags/CMU" class="mention hashtag" rel="tag">#CMU</a>I'm interested in <a href="https://sigmoid.social/tags/ML" class="mention hashtag" rel="tag">#ML</a> <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="tag">#NLP</a> and <a href="https://sigmoid.social/tags/Optimization" class="mention hashtag" rel="tag">#Optimization</a> with a specific focus on <a href="https://sigmoid.social/tags/LifelongLearning" class="mention hashtag" rel="tag">#LifelongLearning</a> <a href="https://sigmoid.social/tags/ContinualLearning" class="mention hashtag" rel="tag">#ContinualLearning</a> <a href="https://sigmoid.social/tags/MetaLearning" class="mention hashtag" rel="tag">#MetaLearning</a> and <a href="https://sigmoid.social/tags/MultitaskLearning" class="mention hashtag" rel="tag">#MultitaskLearning</a>

Gido van de VenAnother <a href="https://sigmoid.social/tags/CLVision" class="mention hashtag" rel="tag">#CLVision</a> (Continual Learning in Computer Vision) workshop at <a href="https://sigmoid.social/tags/CVPR2023" class="mention hashtag" rel="tag">#CVPR2023</a> coming up. The 4th edition! 🥳 🎉 More details, invited speakers and the call for papers will be announced early January. Stay tuned! <a href="https://sigmoid.social/tags/continuallearning" class="mention hashtag" rel="tag">#continuallearning</a><a href="https://sites.google.com/view/clvision2023" target="_blank" rel="nofollow noopener" translate="no">https://sites.google.com/view/clvision2023</a>

Tom DietheHi all. First post on here. In case you don’t know me, I’ve been in <a href="https://sigmoid.social/tags/machinelearning" class="mention hashtag" rel="tag">#machinelearning</a> for a while (trained my first <a href="https://sigmoid.social/tags/neural" class="mention hashtag" rel="tag">#neural</a> networks in 1999, but they were rubbish!) now focused on <a href="https://sigmoid.social/tags/compBio" class="mention hashtag" rel="tag">#compBio</a> applications (mainly <a href="https://sigmoid.social/tags/proteinengineering" class="mention hashtag" rel="tag">#proteinengineering</a> ), but also interests in <a href="https://sigmoid.social/tags/bayesian" class="mention hashtag" rel="tag">#bayesian</a> statistics, <a href="https://sigmoid.social/tags/PrivacyEnhancingTechnologies" class="mention hashtag" rel="tag">#PrivacyEnhancingTechnologies</a> and <a href="https://sigmoid.social/tags/continuallearning" class="mention hashtag" rel="tag">#continuallearning</a> . Currently leading a fantastic team of scientists and engineers at Amazon. Slightly sad at the demise of Twitter, hoping <a href="https://sigmoid.social/tags/mastodon" class="mention hashtag" rel="tag">#mastodon</a> can fill the hole it left!

Eugenio CulurcielloDrop the dataset! It has hindered our progress in machine learning and it si time to go beyond! <a href="https://culurciello.medium.com/drop-the-dataset-b3ed418bd69d" target="_blank" rel="nofollow noopener" translate="no">https://culurciello.medium.com/drop-the-dataset-b3ed418bd69d</a> <a href="https://sigmoid.social/tags/deeplearning" class="mention hashtag" rel="tag">#deeplearning</a> <a href="https://sigmoid.social/tags/ai" class="mention hashtag" rel="tag">#ai</a> <a href="https://sigmoid.social/tags/machinelearning" class="mention hashtag" rel="tag">#machinelearning</a> <a href="https://sigmoid.social/tags/unsupervisedlearning" class="mention hashtag" rel="tag">#unsupervisedlearning</a> <a href="https://sigmoid.social/tags/continuallearning" class="mention hashtag" rel="tag">#continuallearning</a>

Julian ElveObligatory <a href="https://social.synesthesia.co.uk/tags/Introduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#Introduction</a> postTechnology strategy, data protection, business applications (<a href="https://social.synesthesia.co.uk/tags/CSharp" class="mention hashtag" rel="nofollow noopener" target="_blank">#CSharp</a> / <a href="https://social.synesthesia.co.uk/tags/PowerPlatform" class="mention hashtag" rel="nofollow noopener" target="_blank">#PowerPlatform</a> / <a href="https://social.synesthesia.co.uk/tags/Dynamics" class="mention hashtag" rel="nofollow noopener" target="_blank">#Dynamics</a>).<a href="https://social.synesthesia.co.uk/tags/IndieWeb" class="mention hashtag" rel="nofollow noopener" target="_blank">#IndieWeb</a> <a href="https://social.synesthesia.co.uk/tags/Blogging" class="mention hashtag" rel="nofollow noopener" target="_blank">#Blogging</a><a href="https://social.synesthesia.co.uk/tags/Education" class="mention hashtag" rel="nofollow noopener" target="_blank">#Education</a> <a href="https://social.synesthesia.co.uk/tags/UkPolitics" class="mention hashtag" rel="nofollow noopener" target="_blank">#UkPolitics</a><a href="https://social.synesthesia.co.uk/tags/Programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#Programming</a> <a href="https://social.synesthesia.co.uk/tags/CTO" class="mention hashtag" rel="nofollow noopener" target="_blank">#CTO</a> <a href="https://social.synesthesia.co.uk/tags/InfoSec" class="mention hashtag" rel="nofollow noopener" target="_blank">#InfoSec</a> <a href="https://social.synesthesia.co.uk/tags/ContinualLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#ContinualLearning</a> <a href="https://social.synesthesia.co.uk/tags/KnowlegeManagement" class="mention hashtag" rel="nofollow noopener" target="_blank">#KnowlegeManagement</a> <a href="https://social.synesthesia.co.uk/tags/PKM" class="mention hashtag" rel="nofollow noopener" target="_blank">#PKM</a> <a href="https://social.synesthesia.co.uk/tags/ToolsForThought" class="mention hashtag" rel="nofollow noopener" target="_blank">#ToolsForThought</a> I blog at <a href="https://www.synesthesia.co.uk" rel="nofollow noopener" translate="no" target="_blank">https://www.synesthesia.co.uk</a>

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