3 citations · 6 across the 5 of their papers we have counts for
5 papers
StereoVGGT: A Training-Free Visual Geometry Transformer for Stereo Vision
Ziyang Chen, Yansong Qu, You Shen +2
Driven by the advancement of 3D devices, stereo vision tasks including stereo matching and stereo conversion have emerged as a critical research frontier. Contemporary stereo visio…
SplitFlux: Learning to Decouple Content and Style from a Single Image
Yitong Yang, Yinglin Wang, Changshuo Wang +3
Disentangling image content and style is essential for customized image generation. Existing SDXL-based methods struggle to achieve high-quality results, while the recently propose…
Hadamard Attention Recurrent Transformer: A Strong Baseline for Stereo Matching Transformer
Ziyang Chen, Wenting Li, Yongjun Zhang +4
Constrained by the low-rank bottleneck inherent in attention mechanisms, current stereo matching transformers suffer from limited nonlinear expressivity, which renders their featur…
Motif Channel Opened in a White-Box: Stereo Matching via Motif Correlation Graph
Ziyang Chen, Yongjun Zhang, Wenting Li +3
Real-world applications of stereo matching, such as autonomous driving, place stringent demands on both safety and accuracy. However, learning-based stereo matching methods inheren…
MoCha-Stereo: Motif Channel Attention Network for Stereo Matching
Ziyang Chen, Wei Long, He Yao +4
Learning-based stereo matching techniques have made significant progress. However, existing methods inevitably lose geometrical structure information during the feature channel gen…