OmniGen: Unified Image Generation what: one transformer for the text-to-image diffusion model. - rectified flow. - multimodal condition: text and image. - one model processes all context and does diffusion steps.
Diffusion Policy Policy Optimization what: set of best practices for fine-tuning diffusion-based policies in continuous control and robot learning tasks.
my thoughts - i like how AI community is trying to simplify everything. surprisingly sometimes it works well. for example, rectified flow is simplified version of diffusion. - rl + diffusion => next step in brain stimulation? diffusion models could mimic brain patterns for smoother stimulation. with RL, they’d adapt in real-time, making treatments more precise and personalized. shifting from rigid protocols to dynamic brain interventions.
OmniGen: Unified Image Generation what: one transformer for the text-to-image diffusion model. - rectified flow. - multimodal condition: text and image. - one model processes all context and does diffusion steps.
Diffusion Policy Policy Optimization what: set of best practices for fine-tuning diffusion-based policies in continuous control and robot learning tasks.
my thoughts - i like how AI community is trying to simplify everything. surprisingly sometimes it works well. for example, rectified flow is simplified version of diffusion. - rl + diffusion => next step in brain stimulation? diffusion models could mimic brain patterns for smoother stimulation. with RL, they’d adapt in real-time, making treatments more precise and personalized. shifting from rigid protocols to dynamic brain interventions.
Oleksandra Matviichuk, a Kyiv-based lawyer and head of the Center for Civil Liberties, called Durov’s position "very weak," and urged concrete improvements. "We as Ukrainians believe that the truth is on our side, whether it's truth that you're proclaiming about the war and everything else, why would you want to hide it?," he said. The Dow Jones Industrial Average fell 230 points, or 0.7%. Meanwhile, the S&P 500 and the Nasdaq Composite dropped 1.3% and 2.2%, respectively. All three indexes began the day with gains before selling off. Artem Kliuchnikov and his family fled Ukraine just days before the Russian invasion. Right now the digital security needs of Russians and Ukrainians are very different, and they lead to very different caveats about how to mitigate the risks associated with using Telegram. For Ukrainians in Ukraine, whose physical safety is at risk because they are in a war zone, digital security is probably not their highest priority. They may value access to news and communication with their loved ones over making sure that all of their communications are encrypted in such a manner that they are indecipherable to Telegram, its employees, or governments with court orders.
from sa
