Shandong Province
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Synergistic Dual Spatial-aware Generation of Image-to-Text and Text-to-Image Y u Zhao
In the visual spatial understanding (VSU) area, spatial image-to-text (SI2T) and spatial text-to-image (ST2I) are two fundamental tasks that appear in dual form. Existing methods for standalone SI2T or ST2I perform imperfectly in spatial understanding, due to the difficulty of 3D-wise spatial feature modeling.
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Global Structure-Aware Diffusion Process for Low-Light Image Enhancement
The code is publicly available at https://github.com/jinnh/GSAD.
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FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification
Finally, we integrate the results from both branches to achieve WSI classification.
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Aligning Gradient and Hessian for Neural Signed Distance Function
Our motivation is grounded in a fundamental observation: aligning the gradient and the Hessian of the SDF provides a more efficient mechanism to govern gradient directions.
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Supplementary Material A Access to and Benchmark
Figure 10: Illustration of the frame-based pupil segmentation: (a) the input eye image I; (b) the generate binary mask M; and (c) the detected pupil boundary Q and the pupil center c. 16 C More Details in Experiment C.1 Evaluation metrics The detailed description of the four metrics adopted for the dataset evalution are as follows: