activity
20242026
most citedFastDrag: Manipulate Anything in One Step

1 citations · 1 across the 5 of their papers we have counts for

collaborators

6 papers

cs.CV2026

SynCLIP: Synonym-Coherent Language-Image Pretraining for Robust Open-Vocabulary Dense Perception

Mingjie Xie, Guangjun He, Dongli Xu +5

Open-vocabulary dense perception (OVDP) aims to localize objects unseen during training by leveraging textual knowledge. Despite the remarkable progress of recent CLIP-based approa…

cs.SD2026

Physics-Aware Novel-View Acoustic Synthesis with Vision-Language Priors and 3D Acoustic Environment Modeling

Congyi Fan, Jian Guan, Youtian Lin +5

Spatial audio is essential for immersive experiences, yet novel-view acoustic synthesis (NVAS) remains challenging due to complex physical phenomena such as reflection, diffraction…

cs.SD2025

DualMark: Identifying Model and Training Data Origins in Generated Audio

Xuefeng Yang, Jian Guan, Feiyang Xiao +5

Existing watermarking methods for audio generative models only enable model-level attribution, allowing the identification of the originating generation model, but are unable to tr…

cs.MM2025

Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation

Congyi Fan, Jian Guan, Xuanjia Zhao +5

Automatically generating natural, diverse and rhythmic human dance movements driven by music is vital for virtual reality and film industries. However, generating dance that natura…

cs.CV2024

Band Prompting Aided SAR and Multi-Spectral Data Fusion Framework for Local Climate Zone Classification

Haiyan Lan, Shujun Li, Mingjie Xie +6

Local climate zone (LCZ) classification is of great value for understanding the complex interactions between urban development and local climate. Recent studies have increasingly f…

cs.CV2024★ 1 cited

FastDrag: Manipulate Anything in One Step

Xuanjia Zhao, Jian Guan, Congyi Fan +4

Drag-based image editing using generative models provides precise control over image contents, enabling users to manipulate anything in an image with a few clicks. However, prevail…