Yet another pre-Christmas release!! 🎅🎄 Here is 𝐒𝐭𝐚𝐛𝐥𝐞-𝐕𝟐𝐀 which generates sound effects from silent video frames showing semantic and temporal alignment. 🎶🥁🎛️ Huge thanks to @riccardofosco.bsky.social Christian Marinoni and all co-authors 🤟

We released 𝐆𝐑𝐀𝐌, a method for learning and aligning any 𝘯 modalities simultaneously! 🎬🎤🎼📽️ GRAM may pave the way for several ML tasks in different fields of application. Project page👉https://ispamm.github.io/GRAM/ Immensely proud of Giordano Cicchetti @eleonoragrassucci.bsky.social Luigi Sigillo

The link between diffusion models and optimal transport is still a bit of an enigma to me. One thing that's clear: different diffusion models trained on similar datasets tend to recover similar mappings. If these are generally not OT, in what sense are they optimal instead?

𝗜𝗝𝗖𝗡𝗡 𝟮𝟬𝟮𝟱 in Rome, June 30 to July 5, 2025 🧠 👉https://2025.ijcnn.org 👈 We are very glad to invite you all to contribute to the International Joint Conference on Neural Networks #IJCNN2025 Looking forward to welcoming you to IJCNN 2025 in Rome! #INNS #NeuralNetworks #AI #MachineLearning #AIConf