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RecA: A new finetuning method that doesn’t use image captions.

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https://arxiv.org/abs/2509.07295 “We introduce Reconstruction Alignment (RecA), a resource-efficient post-training method that leverages visual understanding encoder embeddings as dense “text prompts,” providing rich supervision without captions. Concretely, RecA conditions a UMM on its own visual understanding embeddings and optimizes it to reconstruct the input image with a self-supervised reconstruction loss, thereby realigning understanding and generation.” https://huggingface.co/sanaka87/BAGEL-RecA …

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This sub has had a distinct lack of dancing 1girls lately

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So many posts with actual new model releases and technical progression, why can’t we go back to the good old times where people just posted random waifus? /s Just uses the standard Wan 2.2 I2V workflow with a wildcard prompt like the following repeated 4 or 5 times: {hand pops|moving her body and shaking her …

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How can I do this on Wan Vace?

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I know wan can be used with pose estimators for TextV2V, but I’m unsure about reference images to videos. The only one I know that can use ref image to video is Unianimate. A workflow or resources for this in Wan Vace would be super helpful! submitted by /u/Fresh_Sun_1017 [link] [comments]

Sydney’s Comfy Tips

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Made with Kijai’s infiniteTalk workflow and Higgs Audio for the voice. https://github.com/kijai/ComfyUI-WanVideoWrapper/blob/main/example_workflows/wanvideo_I2V_InfiniteTalk_example_02.json https://huggingface.co/bosonai/higgs-audio-v2-generation-3B-base submitted by /u/Race88 [link] [comments]

Experimenting with Continuity Edits | Wan 2.2 + InfiniteTalk + Qwen Image Edit

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Here is the Episode 3 of my AI sci-fi film experiment. Earlier episodes are posted here or you can see them on www.youtube.com/@Stellarchive This time I tried to push continuity and dialogue further. A few takeaways that might help others: Making characters talk is tough. Huge render times and often a small issue is enough …

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