activity
20242026
most citedContext-Aware Integration of Language and Visual References for Natural Language Tracking

1 citations · 1 across the 3 of their papers we have counts for

collaborators

12 papers

cs.CV2026

EchoStyle: Unlocking High-Fidelity Video Stylization with Reverse Data Synthesis

Huaqiu Li, Jiahao Wang, Sijia Cai +4

While image stylization has been studied extensively, video stylization remains a critical and largely unsolved challenge in the field of intelligent content creation. Existing met…

cs.CV2025

MaterialMVP: Illumination-Invariant Material Generation via Multi-view PBR Diffusion

Zebin He, Mingxin Yang, Shuhui Yang +8

Physically-based rendering (PBR) has become a cornerstone in modern computer graphics, enabling realistic material representation and lighting interactions in 3D scenes. In this pa…

cs.CV2025

MB-TaylorFormer V2: Improved Multi-branch Linear Transformer Expanded by Taylor Formula for Image Restoration

Zhi Jin, Yuwei Qiu, Kaihao Zhang +2

Recently, Transformer networks have demonstrated outstanding performance in the field of image restoration due to the global receptive field and adaptability to input. However, the…

cs.CV2024

Towards Multiple Character Image Animation Through Enhancing Implicit Decoupling

Jingyun Xue, Hongfa Wang, Qi Tian +10

Controllable character image animation has a wide range of applications. Although existing studies have consistently improved performance, challenges persist in the field of charac…

cs.CV2024

Homography Guided Temporal Fusion for Road Line and Marking Segmentation

Shan Wang, Chuong Nguyen, Jiawei Liu +6

Reliable segmentation of road lines and markings is critical to autonomous driving. Our work is motivated by the observations that road lines and markings are (1) frequently occlud…

cs.CV20241 cited

Context-Aware Integration of Language and Visual References for Natural Language Tracking

Yanyan Shao, Shuting He, Qi Ye +3

Tracking by natural language specification (TNL) aims to consistently localize a target in a video sequence given a linguistic description in the initial frame. Existing methodolog…