Danilo Comminiello
@dacom.bsky.social
Odd time math and signatures | Associate Professor of Machine Learning for Signal Processing at Sapienza University of Rome
Pinned
Danilo Comminiello
@dacom.bsky.social
· Nov 18
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
👉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
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 🤟
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 🤟
December 23, 2024 at 2:01 PM
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 🤟
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
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
December 19, 2024 at 12:21 PM
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
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
Reposted by Danilo Comminiello
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?
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?
I wrote a summary of the main ingredients of the neat proof by Hugo Lavenant that diffusion models do not generally define optimal transport. github.com/mathematical...
November 30, 2024 at 12:56 PM
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?
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
👉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
November 18, 2024 at 7:29 PM
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
👉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