3 papers
cs.CL2026
Continuous Diffusion Scales Competitively with Discrete Diffusion for Language
Zhihan Yang, Wei Guo, Shuibai Zhang +5
While diffusion has drawn considerable recent attention from the language modeling community, continuous diffusion has appeared less scalable than discrete approaches. To challenge…
cs.LG2026
The Diffusion Duality, Chapter II: -Samplers
Justin Deschenaux, Caglar Gulcehre, Subham Sekhar Sahoo
Uniform-state discrete diffusion models excel at few-step generation and guidance due to their ability to self-correct, making them preferred over autoregressive or Masked diffusio…
eess.SP2026
Synapse-Inspired Energy Networks: A Neuromorphic Approach to Microgrid Protection without Communication Links
Saurabh Prabhakar, Bijaya Ketan Panigrahi, Frede Blaabjerg +1
Traditional protection systems for microgrids, which rely on high fault currents and continuous communication, struggle to keep up with the changing dynamics and cybersecurity conc…