Abstract: Decoding visual stimuli from neural recordings is a critical challenge in the development of brain-computer interfaces (BCIs). Although recent EEG-based decoding approaches have made ...

Ridley Scott's inimitable 1979 sci-fi thriller, Alien, expertly ratchets up the tension by not having the titular alien show up on screen until roughly an hour into the film. Following in Scott's ...

We propose FreeDave (Free Draft-and-Verification), a fast sampling algorithm for diffusion language models, which achieves lossless parallel decoding via a pipeline of parallel-decoded candidate ...

Brain–computer interfaces are beginning to truly "understand" Chinese. The INSIDE Institute for NeuroAI, in collaboration with Huashan Hospital affiliated with Fudan University, the National Center ...

Colossal Biosciences is pulling one final surprise out of its hat in 2025. Announced today, the company’s nonprofit arm—The Colossal Foundation—secured an additional $50 million in funding, doubling ...

Abstract: Speculative decoding has proven to be a powerful method for speeding up autoregressive inference by allowing tokens to be generated in parallel using a draft-then-verify approach. However, ...