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Xuege Hou

3 accepted papers

2026

HSI-GPT2: A Dual-Granularity Large Motion Reasoning Model with Diffusion Refinement for Human-Scene Interaction

CVPR 2026

Unified interpreting and synthesizing human behaviors within 3D environments is vital for advancing spatial intelligence and humanoid robotics. Despite recent advancements (e.g., HSI-GPT), two fundamental capabilities expected of a unified model--understanding and generation--still lag behind specia

Cited by 0SourceScholar
2025

Attention Augmented Structure-centric Bias Mitigation with Feature Disentanglement

ICASSP 2025accepted

Image classification models often rely on superficial visual features, such as textures or colors, leading to undesired bias. This can compromise the robustness and reliability of deep models, particularly their performance on out-of-distribution (o.o.d.) datasets. Existing approaches, focusing on d…

Cited by 0SourceScholar
2021

Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization Perspective

ICCV 2021poster

General face recognition has seen remarkable progress in recent years. However, large age gap still remains a big challenge due to significant alterations in facial appearance and bone structure. Disentanglement plays a key role in partitioning face representations into identity-dependent and age-de…

Cited by 35PDFScholar