Will present this at #CVPR ✈️ See you in Nashville 🇺🇸!
Kudos to the team 👏
Antonio A. Gargiulo, @mariasofiab.bsky.social, @sscardapane.bsky.social, Fabrizio Silvestri, Emanuele Rodolà.
We accept two types of papers:
📄 Regular (6–8 pages, included in IEEE proceedings)
📄 Short (2–4 pages, for new ideas/preliminary results not included in the IEEE proceedings)
Check the website for the full list of topics: sites.google.com/view/ai4cool...
🌱 Join us & submit your work!
🚀Call for Submissions – @ai4coolerplanet.bsky.social
Excited to announce the AI for a Cooler Planet workshop @ IJCNN 2025 in Rome
📅Submission Deadline: March 20, 2025
Topics include:
🌱 Climate Predictability, Physics-Informed ML, Weather Forecasting & more!
🔗 sites.google.com/view/ai4cool...
"Task Singular Vectors: Reducing Task Interference in Model Merging" by Antonio Andrea Gargiulo, @crisostomi.bsky.social , @mariasofiab.bsky.social , @sscardapane.bsky.social, Fabrizio Silvestri, Emanuele Rodolà
Paper: arxiv.org/abs/2412.00081
Code: github.com/AntoAndGar/t...
#machinelearning
Don’t miss out on these insights and more — check out the paper!
📄 Preprint → arxiv.org/abs/2412.00081
💻 Code → github.com/AntoAndGar/t...
Joint work w/ Antonio A. Gargiulo, @mariasofiab.bsky.social, @sscardapane.bsky.social, Fabrizio Silvestri, Emanuele Rodolà.
(6/6)
📢Prepend “Singular” to “Task Vectors” and get +15% average accuracy for free!
1. Perform a low-rank approximation of layer-wise task vectors.
2. Minimize task interference by orthogonalizing inter-task singular vectors.
🧵(1/6)
🚀Calling ML on Graphs Enthusiasts! I'm co-organizign a Competition on Learning with Noisy Graph Labels at IJCNN 2025.
Submissions are now open sites.google.com/view/learnin...
Submission Deadline: 10/02/2025
We can’t wait to see your creative approaches and groundbreaking ideas.✨
