5 papers
Language-Grounded Multi-Domain Image Translation via Semantic Difference Guidance
Jongwon Ryu, Joonhyung Park, Jaeho Han +4
Multi-domain image-to-image translation re quires grounding semantic differences ex pressed in natural language prompts into corresponding visual transformations, while preserving…
GranAlign: Granularity-Aware Alignment Framework for Zero-Shot Video Moment Retrieval
Mingyu Jeon, Sunjae Yoon, Jonghee Kim +1
Zero-shot video moment retrieval (ZVMR) is the task of localizing a temporal moment within an untrimmed video using a natural language query without relying on task-specific traini…
Point to Span: Zero-Shot Moment Retrieval for Navigating Unseen Hour-Long Videos
Mingyu Jeon, Jisoo Yang, Sungjin Han +4
Zero-shot Long Video Moment Retrieval (ZLVMR) is the task of identifying temporal segments in hour-long videos using a natural language query without task-specific training. The co…
FlexiEdit: Frequency-Aware Latent Refinement for Enhanced Non-Rigid Editing
Gwanhyeong Koo, Sunjae Yoon, Ji Woo Hong +1
Current image editing methods primarily utilize DDIM Inversion, employing a two-branch diffusion approach to preserve the attributes and layout of the original image. However, thes…
Wavelet-Guided Acceleration of Text Inversion in Diffusion-Based Image Editing
Gwanhyeong Koo, Sunjae Yoon, Chang D. Yoo
In the field of image editing, Null-text Inversion (NTI) enables fine-grained editing while preserving the structure of the original image by optimizing null embeddings during the…