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.
The regulator said it has been undertaking several campaigns to educate the investors to be vigilant while taking investment decisions based on stock tips. On February 27th, Durov posted that Channels were becoming a source of unverified information and that the company lacks the ability to check on their veracity. He urged users to be mistrustful of the things shared on Channels, and initially threatened to block the feature in the countries involved for the length of the war, saying that he didn’t want Telegram to be used to aggravate conflict or incite ethnic hatred. He did, however, walk back this plan when it became clear that they had also become a vital communications tool for Ukrainian officials and citizens to help coordinate their resistance and evacuations. False news often spreads via public groups, or chats, with potentially fatal effects. In 2018, Russia banned Telegram although it reversed the prohibition two years later. The perpetrators use various names to carry out the investment scams. They may also impersonate or clone licensed capital market intermediaries by using the names, logos, credentials, websites and other details of the legitimate entities to promote the illegal schemes.
from ua
