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Guandao Yang

23 papers · 2018–2025 · 6 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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+6 more ↓ πŸ—ΊοΈ Taxonomy Completionist (37) πŸƒ Academic Marathon Β· Sprint 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
🧬 Topic Evolution πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze πŸ—ƒοΈ Keyword Collector (104)

Venues

CVPR (7) ECCV (5) NeurIPS (5) ICCV (4) ICLR (1) ICML (1)

Top co-authors

Bharath Hariharan (9) Gordon Wetzstein (8) Serge Belongie (7) Leonidas Guibas (7) Wenqi Xian (3) Ryan Po (3) Noah Snavely (3) Paul Debevec (2) Zekun Hao (2) Yang Zheng (2)

Research topics

Deep Learning (12) Machine Learning (12) Computer Vision (11) Models (9) Generation (6) Analysis (5) Application Areas (5) Core Methods (5) Artificial Intelligence (4) Core AI (4) Learning Types (4) Optimization & Theory (4) Processing (4) Computer Science (2) Applications (2)

Keywords

diffusion model (4) image generation (3) neural rendering (3) low-rank adaptation (2) neural radiance field (2) 3d reconstruction (2) partial differential equation (2) differentiable rendering (2) vision-language model (2) style transfer (1) depth estimation (1) multimodal learning (1) image synthesis (1) text-to-image generation (1) transfer learning (1) data augmentation (1) signal decomposition (1) preference alignment (1) variational inference (1) image-to-image translation (1)

Papers

Accurate Differential Operators for Hybrid Neural Fields CVPR 2025 AIpparel: A Multimodal Foundation Model for Digital Garments CVPR 2025 BlenderGym: Benchmarking Foundational Model Systems for Graphics Editing CVPR 2025 FlashDepth: Real-time Streaming Video Depth Estimation at 2K Resolution ICCV 2025 ImageGem: In-the-wild Generative Image Interaction Dataset for Generative Model Personalization ICCV 2025 InfoGS: Efficient Structure-Aware 3D Gaussians via Lightweight Information Shaping ICLR 2025 Self-Calibrating Gaussian Splatting for Large Field-of-View Reconstruction ICCV 2025 BlenderAlchemy: Editing 3D Graphics with Vision-Language Models ECCV 2024 DiffusionPDE: Generative PDE-Solving under Partial Observation NeurIPS 2024 FiVA: Fine-grained Visual Attribute Dataset for Text-to-Image Diffusion Models NeurIPS 2024 GPT-4V(ision) is a Human-Aligned Evaluator for Text-to-3D Generation CVPR 2024 MegaScenes: Scene-Level View Synthesis at Scale ECCV 2024 Orthogonal Adaptation for Modular Customization of Diffusion Models CVPR 2024 PhysAvatar: Learning the Physics of Dressed 3D Avatars from Visual Observations ECCV 2024 NeRF Revisited: Fixing Quadrature Instability in Volume Rendering NeurIPS 2023 Polynomial Neural Fields for Subband Decomposition and Manipulation NeurIPS 2022 Geometry Processing with Neural Fields NeurIPS 2021 Stay Positive: Non-Negative Image Synthesis for Augmented Reality CVPR 2021 Learning Gradient Fields for Shape Generation ECCV 2020 PointFlow: 3D Point Cloud Generation With Continuous Normalizing Flows ICCV 2019 SWALP : Stochastic Weight Averaging in Low Precision Training ICML 2019 Learning Single-View 3D Reconstruction with Limited Pose Supervision ECCV 2018 Learning to Evaluate Image Captioning CVPR 2018