Author

Tae Eun Choi

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Preprint Oct 2026

TIE: Training-free CLIP Embedding Guidance for Compositional Text-to-Image Alignment

Text-to-image (T2I) diffusion models have advanced notably, but still fail to satisfy prompt conditions, resulting in attribute mismatches and missing objects. These errors normally fall into two categories: concept loss, when an object or attribute (i.e., concept) goes missing, and concept confusion, when an attribute...

Su-Jun Hong, Tae Eun Choi, Youngjun Jun et al. · 0 citations

#artificial intelligence Mar 2026

Anchoring and Rescaling Attention for Semantically Coherent Inbetweening

This work gives semantic and temporal guidance from the keyframes and text onto each intermediate frame through Keyframe-anchored Attention Bias and better enforce frame consistency with Rescaled Temporal RoPE, which allows self-attention to attend to keyframes more faithfully.

Tae Eun Choi, Sumin Shim, Junhyeok Kim et al. · arXiv.org · 3 citations