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Tree-of-Thoughts Reasoning for Text-to-Image In-Context Learning
Stepanida Alekseeva, Jenifer Kalafatovich, Seong-Whan Lee
In text-to-image in-context learning (T2I-ICL), a model has to infer a latent compositional pattern from fewshot demonstrations for generating a query image. Recent studies show th…
Text-guided Weakly Supervised Framework for Dynamic Facial Expression Recognition
Gunho Jung, Heejo Kong, Seong-Whan Lee
Dynamic facial expression recognition (DFER) aims to identify emotional states by modeling the temporal changes in facial movements across video sequences. A key challenge in DFER…
RaDL: Relation-aware Disentangled Learning for Multi-Instance Text-to-Image Generation
Geon Park, Seon Bin Kim, Gunho Jung +1
With recent advancements in text-to-image (T2I) models, effectively generating multiple instances within a single image prompt has become a crucial challenge. Existing methods, whi…