Paul Guerrero

19 papers · 2020–2025 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (27) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5) 🧬 Topic Evolution ⚡ Prolific Year (6) 💎 Century Club (19) ❓ The Questioner 🔥 Unstoppable (6) 🗃️ Keyword Collector (96)

Conferences

CVPR (10) ECCV (4) NIPS (2) WACV (2) ICCV (1)

Top co-authors

Niloy J. Mitra (8) Niloy Mitra (4) Duygu Ceylan (3) Peter Wonka (3) Leonidas J. Guibas (3) Daniel Ritchie (3) Minhyuk Sung (3) Matthew Fisher (3) Leonidas Guibas (2) Vladimir G. Kim (2)

Keywords

diffusion model (4) 3d reconstruction (3) video generation (3) generative model (2) neural representation (2) variational autoencoder (2) 3d shape (2) 3d generation (2) image editing (2) unsupervised learning (2) image generation (2) shape editing (2) layout generation (2) latent space (2) shape representation (2) image denoising (1) graph representation (1) procedural generation (1) neural rendering (1) point cloud (1)

Papers

CLASS: Conditional Latent Architecture for Search and Synthesis of Design Layouts WACV 2025

ObjectMover: Generative Object Movement with Video Prior CVPR 2025

Motion Modes: What Could Happen Next? CVPR 2025

Pattern Analogies: Learning to Perform Programmatic Image Edits by Analogy CVPR 2025

VideoHandles: Editing 3D Object Compositions in Videos Using Video Generative Priors CVPR 2025

GANFusion: Feed-Forward Text-to-3D with Diffusion in GAN Space WACV 2025

SuperGaussian: Repurposing Video Models for 3D Super Resolution ECCV 2024

Diffusion Handles Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D CVPR 2024

RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation CVPR 2023

Unsupervised 3D Shape Reconstruction by Part Retrieval and Assembly CVPR 2023

The Shape Part Slot Machine: Contact-Based Reasoning for Generating 3D Shapes from Parts ECCV 2022

NeuForm: Adaptive Overfitting for Neural Shape Editing NIPS 2022

Neural Convolutional Surfaces CVPR 2022

Generative Layout Modeling Using Constraint Graphs ICCV 2021

Learning Delaunay Surface Elements for Mesh Reconstruction CVPR 2021

SketchGen: Generating Constrained CAD Sketches NIPS 2021

Pix2Surf: Learning Parametric 3D Surface Models of Objects from Images ECCV 2020

StructEdit: Learning Structural Shape Variations CVPR 2020

Points2Surf Learning Implicit Surfaces from Point Clouds ECCV 2020