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Xinyu Xiong

4 accepted papers

2025

GlassWizard: Harvesting Diffusion Priors for Glass Surface Detection

ICCV 2025poster

Glass Surface Detection (GSD) is a critical task in computer vision, enabling precise interactions with transparent surfaces and enhancing both safety and object recognition accuracy. However, current research still faces challenges in both recognition performance and generalization capability. Than…

Cited by 0SourcePDFScholar
2025

Towards Realistic Semi-supervised Medical Image Classification

AAAI 2025technical

Existing semi-supervised learning (SSL) approaches follow the idealized closed-world assumption, neglecting the challenges present in realistic medical scenarios, such as open-set distribution and imbalanced class distribution. Although some methods in natural domains attempt to address the open-set…

Cited by 0SourcePDFScholar
2024

AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning

CVPR 2024poster

Powered by massive curated training data Segment Anything Model (SAM) has demonstrated its impressive generalization capabilities in open-world scenarios with the guidance of prompts. However the vanilla SAM is class-agnostic and heavily relies on user-provided prompts to segment objects of interest…

2023

Long-term Wind Power Forecasting with Hierarchical Spatial-Temporal Transformer

IJCAI 2023poster

Wind power is attracting increasing attention around the world due to its renewable, pollution-free, and other advantages. However, safely and stably integrating the high permeability intermittent power energy into electric power systems remains challenging. Accurate wind power forecasting (WPF) can…