A LoRA-based adaptation of DiT video generators that jointly outputs aligned RGB and alpha channels via extra tokens, shared positions, and attention masking.
One transformer fits all distributions in multi-modal diffu- sion at scale
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TransPixeler: Advancing Text-to-Video Generation with Transparency
A LoRA-based adaptation of DiT video generators that jointly outputs aligned RGB and alpha channels via extra tokens, shared positions, and attention masking.