전체 전문분석자료

전문분석자료

Academic · 약 1분

Heterogeneous Decentralized Diffusion Models

arXiv:2603.06741v1 Announce Type: new Abstract: Training frontier-scale diffusion models often requires substantial computational resources concentrated in tightly coupled clusters, limiting participation to well-resourced institutions. While …

Zhiying Jiang, Raihan Seraj, Marcos Villagra, Bidhan Roy
조회수 43회
Academic · 약 1분

Improved Constrained Generation by Bridging Pretrained Generative Models

arXiv:2603.06742v1 Announce Type: new Abstract: Constrained generative modeling is fundamental to applications such as robotic control and autonomous driving, where models must respect physical laws …

Xiaoxuan Liang, Saeid Naderiparizi, Yunpeng Liu, Berend Zwartsenberg, Frank Wood
조회수 39회
Academic · 약 1분

Stabilizing Reinforcement Learning for Diffusion Language Models

arXiv:2603.06743v1 Announce Type: new Abstract: Group Relative Policy Optimization (GRPO) is highly effective for post-training autoregressive (AR) language models, yet its direct application to diffusion …

Jianyuan Zhong, Kaibo Wang, Ding Ding, Zijin Feng, Haoli Bai, Yang Xiang, Jiacheng Sun, Qiang Xu
조회수 35회