✨ Exciting news! ✨

I’ve joined Prof. Hélène Halconruy at Télécom SudParis for a 24-month postdoctoral position. I'll be working on collaboration, modeled as curriculum learning, for LLMs and diffusion models!

#Postdoc #LLMs #DiffusionModels #CurriculumLearning #TélécomSudParis #AI

By capturing semantic relationships between goals, 🧭MAGELLAN enables efficient 𝐋𝐏 𝐞𝐬𝐭𝐢𝐦𝐚𝐭𝐢𝐨𝐧 & adaptive goal prioritization—all 𝐰𝐢𝐭𝐡𝐨𝐮𝐭 𝐫𝐞𝐥𝐲𝐢𝐧𝐠 𝐨𝐧 𝐞𝐱𝐩𝐞𝐫𝐭-𝐝𝐞𝐟𝐢𝐧𝐞𝐝 𝐠𝐫𝐨𝐮𝐩𝐢𝐧𝐠𝐬! 🔥 #CurriculumLearning

Simplifications boost fine‑tuning and zero‑shot performance; small models improve with low‑to‑high curriculum, larger models benefit from interleaved ordering. Read more: https://getnews.me/text-simplification-and-curriculum-learning-enhance-pretraining/ #curriculumlearning #textsimplification

Using a model‑centric influence score to order training data lifted limited‑data pre‑training performance by over 10 percentage points, the authors report. https://getnews.me/influence-based-curriculum-learning-boosts-limited-data-pre-training/ #curriculumlearning #influencescore

Omni-CLST reaches 73.80% accuracy on MMAU-mini and a new state‑of‑the‑art 64.30% on MMAR, using error‑aware curriculum learning and selective chain‑of‑thought. Read more: https://getnews.me/omni-clst-advances-audio-qa-with-error-aware-curriculum-learning/ #audioqa #curriculumlearning

Dynamic Sampling with Curriculum Learning (DSCL) improves RL‑based tool training, achieving a 3.29% gain on the BFCLv3 benchmark, with results reported in September 2025. https://getnews.me/dynamic-sampling-and-curriculum-learning-boost-rl-based-tool-training/ #dynamictraining #curriculumlearning

Omni-CLST, an error‑aware curriculum framework for audio QA, hit 73.8% on MMAU‑mini and set a 64.3% record on MMAR. Read more: https://getnews.me/omni-clst-improves-audio-question-answering-with-curriculum-learning/ #audioqa #curriculumlearning

Mani robotiche autonome senza visione né tatto con apprendimento per rinforzo su base curricolare

#apprendimentoperrinforzo #curriculumlearning #manipolazionerobotica #proximalpolicyoptimization #roboticaautonoma #sensoritattili #simulazionemujoco
www.matricedigitale.it/tech/robotic...