Federated learning (FL) has gain growing interests for its capability of learning from distributed data sources collectively without the need of accessing the raw data samples across different sources.

We demonstrate the effectiveness of our method on both simulated 2D images andreal3Dbrain magnetic resonance (MR) images.

In computer-aided drug discovery (CADD), virtual screening (VS) is used for identifying the drug candidates that are most likely tobind toamolecular target inalargelibraryofcompounds.

Neural Information Processing Systems http://nips.cc/

"label shift" assumption, where the labels now also include the nuisance factors

There is a rapidly growing interest in controlling consistency across multiple generated images using diffusion models.

OpenAI, Anthropic, Google, and a host of other major tech companies have found common ground in F/ai, a new startup accelerator based out of Paris. The largest western AI labs are taking a break from sniping at one another to partner on a new accelerator program for European startups building applications on top of their models. Paris-based incubator Station F will run the program, named F/ai. On Tuesday, Station F announced it had partnered with Meta, Microsoft, Google, Anthropic, OpenAI and Mistral, which it says marks the first time the firms are all participating in a single accelerator. Other partners include cloud and semiconductor companies AWS, AMD, Qualcomm, and OVH Cloud.