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most citedMiddleman Bias in Advertising: Aligning Relevance of Keyphrase Recommendations with Search

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cs.CV2026

ConsID-Gen: View-Consistent and Identity-Preserving Image-to-Video Generation

Mingyang Wu, Ashirbad Mishra, Soumik Dey +5

Image-to-Video generation (I2V) animates a static image into a temporally coherent video sequence following textual instructions, yet preserving fine-grained object identity under…