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cs.CV2026
What Semantics Survive the Connector? Diagnosing VLM-to-DiT Alignment in Video Editing
Hangyu Lin, Chao Wen, Chengming Xu +4
Flow matching based video generative models have been increasingly relying on prepended Vision-Language Models (VLMs) to handle complex, instruction-based video editing. The prevai…
cs.CV2026
TurtleAI: Benchmarking Multimodal Models for Visual Programming in Turtle Graphics
Chao Wen, Jacqueline Staub, Adish Singla
Vision-language models (VLMs) have been explored for visual programming, where they generate code to solve visual tasks. However, most prior work focuses on visual programming for…