Nisha Huang

5 papers · 2023–2026 · 4 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 (11)

Venues

CVPR (2) AAAI (1) ICCV (1) ICML (1)

Top co-authors

Xiu Li (3) Chubin Chen (2) Henglin Liu (2) Tong-Yee Lee (2) Jiahong Wu (1) Haibin Huang (1) Ying Shan (1) Yanxun Li (1) Jiangshan Wang (1) Xiangxiang Chu (1)

Research topics

Computer Vision (4) Deep Learning (4) Generation (4) Models (4) Artificial Intelligence (2) Machine Learning (2) Core AI (2) Learning Types · Machine Learning (2) Architectures (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

diffusion model (3) image generation (2) style transfer (1) text-to-image synthesis (1) multimodal learning (1) text-to-image generation (1) reinforcement learning from human feedback (1) feature sharing (1) reward hacking (1) latent space (1) artistic style (1) rectified flow (1) diffusion transformer (1) multimodal attention (1) taylor expansion (1) generative diversity (1) aesthetic assessment (1) textual inversion (1) self-attention feature (1) material transfer (1)

Papers

Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment AAAI 2026 Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning CVPR 2026 MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer ICCV 2025 Taming Rectified Flow for Inversion and Editing ICML 2025 Inversion-Based Style Transfer With Diffusion Models CVPR 2023