Text Generation

RDLM: A novel continuous diffusion model for language modeling leverages the geometry of categorical distributions, outperforming existing discrete approaches and approaching autoregressive model perf…

Llasa, a novel single-Transformer TTS model, achieves state-of-the-art performance by scaling both training and inference compute, improving naturalness, prosody and emotional expressiveness.

DreamDPO: Revolutionizing text-to-3D generation by directly aligning outputs with human preferences via innovative preference optimization.

PPTAgent, a novel two-stage framework, significantly improves automatic presentation generation by leveraging an edit-based workflow and a new evaluation metric, outperforming existing end-to-end meth…

TANGOFLUX: Blazing-fast, high-fidelity text-to-audio generation using novel CLAP-Ranked Preference Optimization.

ORID framework leverages organ-regional information to boost radiology report generation, achieving state-of-the-art accuracy by integrating multi-modal data and reducing noise from unrelated organs.