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Haoyang HU

3 accepted papers

2026

DRAG WITHIN PRIOR DISTRIBUTION: TEXT-CONDITIONED POINT-BASED IMAGE EDITING WITHIN DISTRIBUTION CONSTRAINTS

ICASSP 2026oral

Diffusion-based point editing methods have gained significant traction in image editing tasks due to their ability to manipulate image semantics and fine details by applying localized perturbations on the manifold of noise latent. However, these approaches face several limitations. Traditional point…

Cited by 0SourcePDFScholar
2026

Optimal Domain-Aware Privacy Mechanisms for Synthetic Data Generation

ICML 2026poster

Differential privacy (DP) imposes fundamental trade-offs between privacy and statistical fidelity in synthetic data generation. While access to public data has been shown to improve these trade-offs empirically, existing approaches exploit public data only indirectly, through pre-processing (e.g., u…

Cited by 0SourceScholar
2026

PromptDepth: Efficient and Promptable Geometric 3D Vision Model for Embodied Intelligence

CVPR 2026

Vision models for embodied intelligence require efficient 3D comprehension and interaction with objects within the scene. Existing 3D reconstruction models either overlook instance-level perception or rely on time-consuming offline reasoning, showing a less adaptability in real-time embodied scenari

Cited by 0SourceScholar