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20212026
most citedSPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning

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

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cs.CV2026

CamDirector: Towards Long-Term Coherent Video Trajectory Editing

Zhihao Shi, Kejia Yin, Weilin Wan +5

Video (camera) trajectory editing aims to synthesize new videos that follow user-defined camera paths while preserving scene content and plausibly inpainting previously unseen regi…

cs.CV2025

SEdit: Text-Guided Image Editing with Precise Semantic and Spatial Control

Xudong Liu, Zikun Chen, Ruowei Jiang +5

Recent advances in diffusion models have enabled high-quality generation and manipulation of images guided by texts, as well as concept learning from images. However, naive applica…

cs.CV2025

IMFine: 3D Inpainting via Geometry-guided Multi-view Refinement

Zhihao Shi, Dong Huo, Yuhongze Zhou +4

Current 3D inpainting and object removal methods are largely limited to front-facing scenes, facing substantial challenges when applied to diverse, "unconstrained" scenes where the…

cs.CV2024

SCE-MAE: Selective Correspondence Enhancement with Masked Autoencoder for Self-Supervised Landmark Estimation

Kejia Yin, Varshanth R. Rao, Ruowei Jiang +3

Self-supervised landmark estimation is a challenging task that demands the formation of locally distinct feature representations to identify sparse facial landmarks in the absence…

cs.CV2021★ 5 cited

SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning

Binhui Xie, Mingjia Li, Shuang Li

Although there is significant progress in supervised semantic segmentation, it remains challenging to deploy the segmentation models to unseen domains due to domain biases. Domain…