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20212026
most citedMMFace4D: A Large-Scale Multi-Modal 4D Face Dataset for Audio-Driven 3D Face Animation

2 citations · 3 across the 6 of their papers we have counts for

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cs.CV2026

EditCaption: Human-Refined SFT and HAE-DPO for Image Editing Instruction Synthesis

Xiangyuan Wang, Honghao Cai, Yunhao Bai +9

High-quality source-target image pairs with precise editing instructions are essential for instruction-guided image editing, yet constructing such training triplets at scale remain…

cs.CV2026

Edit Where You Mean: Region-Aware Adapter Injection for Mask-Free Local Image Editing

Honghao Cai, Xiangyuan Wang, Yunhao Bai +8

Large diffusion transformers (DiTs) follow global editing instructions well but consistently leak local edits into unrelated regions, because joint-attention architectures offer no…

cs.CV2026

IdGlow: Dynamic Identity Modulation for Multi-Subject Generation

Honghao Cai, Xiangyuan Wang, Jing Li +15

Multi-subject image generation requires seamlessly harmonizing multiple reference identities within a coherent scene. However, existing methods relying on rigid spatial masks or lo…

cs.CV2023★ 2 cited

MMFace4D: A Large-Scale Multi-Modal 4D Face Dataset for Audio-Driven 3D Face Animation

Haozhe Wu, Jia Jia, Junliang Xing +3

Audio-Driven Face Animation is an eagerly anticipated technique for applications such as VR/AR, games, and movie making. With the rapid development of 3D engines, there is an incre…

cs.CV2021★ 1 cited

High-Quality Real Time Facial Capture Based on Single Camera

Hongwei Xu, Leijia Dai, Jianxing Fu +2

We propose a real time deep learning framework for video-based facial expression capture. Our process uses a high-end facial capture pipeline based on FACEGOOD to capture facial ex…