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Danilo Comminiello

@dacom.bsky.social

Odd time math and signatures | Associate Professor of Machine Learning for Signal Processing at Sapienza University of Rome

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Danilo Comminiello @dacom.bsky.social · 23/12/2024

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 🤟

youtube.com

Stable-V2A: Synthesis of Synchronized Sound Effects with Temporal and Semantic Controls

YouTube video by Christian Marinoni

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Danilo Comminiello @dacom.bsky.social · 19/12/2024

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

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Reposted by Danilo Comminiello

Sander Dieleman @sedielem.bsky.social · 30/11/2024

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?

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Danilo Comminiello @dacom.bsky.social · 18/11/2024

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

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