2 papers
cs.CV2026
An Empirical Study of Training Pixel-Space Text-to-Image Diffusion Models
Dengyang Jiang, Ruoyi Du, Zhennan Chen +10
This paper investigates an increasingly important topic in generative modeling: pixel-space diffusion models. Although numerous studies have explored this topic, most focus on smal…
cs.CL2026
Aborted but Not Forgotten: KV-Cache Retention Breaks Rollback Consistency in Language Agents
Guijia Zhang, Harry Yang
Stateful language agents assume a rejected branch can be taken back by clearing it from the application transcript. We show this breaks when the serving session retains key/value (…