Xinyu Hou

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

ICCV (2) CVPR (1)

Top co-authors

Chen Change Loy (2) Xiaoming Li (2) Niki Trigoni (1) Andrew Markham (1) Samuel Hodgson (1) Yuhang He (1) Sangyun Shin (1) Zongsheng Yue (1)

Research topics

Computer Vision (3) Deep Learning (3) Models (3) Generation (2) Machine Learning (1) Analysis (1) Application Areas (1) Architectures (1) Domain-Specific (1) Learning Types (1)

Keywords

diffusion model (3) image generation (2) style transfer (1) object detection (1) video generation (1) video synthesis (1) text-to-image synthesis (1) personalized generation (1) point cloud (1) 3d vision (1) image synthesis (1) text-to-image generation (1) 3d object detection (1) latent space (1) denoising process (1) identity preservation (1) semantic editing (1) proposal refinement (1) denoising step (1) cross-domain detection (1)

Papers

DiffRefine: Diffusion-based Proposal Specific Point Cloud Densification for Cross-Domain Object Detection ICCV 2025 Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis ICCV 2025 When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation CVPR 2024