2.7k citations · 2.9k across the 17 of their papers we have counts for
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Text-guided 3D Human Generation from 2D Collections
Tsu-Jui Fu, Wenhan Xiong, Yixin Nie +3
3D human modeling has been widely used for engaging interaction in gaming, film, and animation. The customization of these characters is crucial for creativity and scalability, whi…
TTIDA: Controllable Generative Data Augmentation via Text-to-Text and Text-to-Image Models
Yuwei Yin, Jean Kaddour, Xiang Zhang +4
Data augmentation has been established as an efficacious approach to supplement useful information for low-resource datasets. Traditional augmentation techniques such as noise inje…
CLIP-Layout: Style-Consistent Indoor Scene Synthesis with Semantic Furniture Embedding
Jingyu Liu, Wenhan Xiong, Ian Jones +3
Indoor scene synthesis involves automatically picking and placing furniture appropriately on a floor plan, so that the scene looks realistic and is functionally plausible. Such sce…
TVLT: Textless Vision-Language Transformer
Zineng Tang, Jaemin Cho, Yixin Nie +1
In this work, we present the Textless Vision-Language Transformer (TVLT), where homogeneous transformer blocks take raw visual and audio inputs for vision-and-language representati…