3 papers
cs.LG2026
Infinite-Precision Autoregressive Modeling for Vector Graphics and Layouts
Yeonsang Shin, Insoo Kim, Bongkeun Kim +2
While Transformer-based autoregressive models excel in data generation, their token discretization strategy inherently limits their precision in continuous domains. We analyze the…
cs.AI2025
Domain-Agnostic Scalable AI Safety Ensuring Framework
Beomjun Kim, Kangyeon Kim, Sunwoo Kim +2
AI safety has emerged as a critical priority as these systems are increasingly deployed in real-world applications. We propose the first domain-agnostic AI safety ensuring framewor…
cs.CV2025
Generating Animated Layouts as Structured Text Representations
Yeonsang Shin, Jihwan Kim, Yumin Song +3
Despite the remarkable progress in text-to-video models, achieving precise control over text elements and animated graphics remains a significant challenge, especially in applicati…