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20212026
most citedFashionTex: Controllable Virtual Try-on with Text and Texture

17 citations · 18 across the 8 of their papers we have counts for

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cs.CV2026

ReImagine: Rethinking Controllable High-Quality Human Video Generation via Image-First Synthesis

Zhengwentai Sun, Keru Zheng, Chenghong Li +7

Human video generation remains challenging due to the difficulty of jointly modeling human appearance, motion, and camera viewpoint under limited multi-view data. Existing methods…

cs.CV2025

DreamVVT: Mastering Realistic Video Virtual Try-On in the Wild via a Stage-Wise Diffusion Transformer Framework

Tongchun Zuo, Zaiyu Huang, Shuliang Ning +7

Video virtual try-on (VVT) technology has garnered considerable academic interest owing to its promising applications in e-commerce advertising and entertainment. However, most exi…

cs.CV2025

Exploring Disentangled and Controllable Human Image Synthesis: From End-to-End to Stage-by-Stage

Zhengwentai Sun, Chenghong Li, Hongjie Liao +7

Achieving fine-grained controllability in human image synthesis is a long-standing challenge in computer vision. Existing methods primarily focus on either facial synthesis or near…

cs.CV2025

1-2-1: Renaissance of Single-Network Paradigm for Virtual Try-On

Shuliang Ning, Yipeng Qin, Xiaoguang Han

Virtual Try-On (VTON) has become a crucial tool in ecommerce, enabling the realistic simulation of garments on individuals while preserving their original appearance and pose. Earl…

cs.CV2023

PICTURE: PhotorealistIC virtual Try-on from UnconstRained dEsigns

Shuliang Ning, Duomin Wang, Yipeng Qin +3

In this paper, we propose a novel virtual try-on from unconstrained designs (ucVTON) task to enable photorealistic synthesis of personalized composite clothing on input human image…

cs.CV2023★ 1 cited

MVHumanNet: A Large-scale Dataset of Multi-view Daily Dressing Human Captures

Zhangyang Xiong, Chenghong Li, Kenkun Liu +9

In this era, the success of large language models and text-to-image models can be attributed to the driving force of large-scale datasets. However, in the realm of 3D vision, while…