Researchers From China Propose DIFFUSEQ: A Diffusion Model Designed For Sequence-To-Sequence (SEQ2SEQ) Text Generation Tasks

Existing generative models, such as GAN, VAE, and flow-based models, suffer from mode collapse and must rely on surrogate objectives to approximate maximum likelihood training. Diffusion models have overcome many of these constraints and emerged as a new paradigm for generative models, theoretically supported by non-equilibrium thermodynamics and a score-matching network. The most significant advances […]

The post Researchers From China Propose DIFFUSEQ: A Diffusion Model Designed For Sequence-To-Sequence (SEQ2SEQ) Text Generation Tasks appeared first on MarkTechPost.

ai paper summary ai shorts applications artificial intelligence china country diffusion diffusion model editors pick language model researchers seq2seq staff tech news technology text text generation