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cs.LG2026
Repurposing Pre-trained LLMs as High Fidelity Continuous Text Autoencoders
Arkanath Pathak, Unnat Jain, Alexander C. Berg
Next-token prediction has enabled highly fluent autoregressive language models, but it represents global structure only indirectly through sequential factorization. In contrast, hi…
cs.CV2026
Camera Control for Text-to-Image Generation via Learning Viewpoint Tokens
Xinxuan Lu, Charless Fowlkes, Alexander C. Berg
Current text-to-image models struggle to provide precise camera control using natural language alone. In this work, we present a framework for precise camera control with global sc…