Albert Pumarola

20 papers · 2018–2025 · 8 venues · across top CS/AI venues

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Achievements

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🗺️ Taxonomy Completionist (36) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

🏆 Grand Slam 🧬 Topic Evolution 🤝 Dynamic Duo (10) 🚀 Conference Pioneer 🔥 Unstoppable · Bronze 💎 Century Club · Bronze 🗃️ Keyword Collector (105)

Venues

CVPR (10) ICCV (3) ICLR (2) AAAI (1) ECCV (1) ICML (1) NeurIPS (1) WACV (1)

Top co-authors

Francesc Moreno-Noguer (10) Ali Thabet (10) Artsiom Sanakoyeu (7) Alberto Sanfeliu (4) Yuming Du (4) Enric Corona (4) Markos Georgopoulos (3) Jonas Köhler (3) Guillem Alenyà (3) Antonio Agudo (3)

Research topics

Computer Vision (15) Deep Learning (14) Machine Learning (13) Analysis (11) Generation (10) Models (9) Artificial Intelligence (6) Application Areas (6) Core AI (6) Architectures (5) Computer Science (3) Applications (3) Core Methods (3) Learning Types (3) Optimization & Theory (3)

Keywords

image generation (5) generative model (5) 3d reconstruction (5) diffusion model (4) neural radiance field (2) efficient computing (2) neural network (2) inference efficiency (2) diffusion transformer (2) model distillation (2) neural rendering (2) inference acceleration (2) clothing geometry (2) motion forecasting (1) point cloud (1) pose estimation (1) multimodal learning (1) autoregressive generation (1) motion analysis (1) image translation (1)

Papers

Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models AAAI 2025 Autoregressive Distillation of Diffusion Transformers CVPR 2025 FlexiDiT: Your Diffusion Transformer Can Easily Generate High-Quality Samples with Less Compute CVPR 2025 Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment ICLR 2025 Bespoke Non-Stationary Solvers for Fast Sampling of Diffusion and Flow Models ICML 2024 Bespoke Solvers for Generative Flow Models ICLR 2024 StyleAvatar: Stylizing Animatable Head Avatars WACV 2024 Avatars Grow Legs: Generating Smooth Human Motion From Sparse Tracking Inputs With Diffusion Model CVPR 2023 Re-ReND: Real-Time Rendering of NeRFs across Devices ICCV 2023 VisCo Grids: Surface Reconstruction with Viscosity and Coarea Grids NeurIPS 2022 D-NeRF: Neural Radiance Fields for Dynamic Scenes CVPR 2021 H3D-Net: Few-Shot High-Fidelity 3D Head Reconstruction ICCV 2021 SMPLicit: Topology-Aware Generative Model for Clothed People CVPR 2021 C-Flow: Conditional Generative Flow Models for Images and 3D Point Clouds CVPR 2020 Context-Aware Human Motion Prediction CVPR 2020 GanHand: Predicting Human Grasp Affordances in Multi-Object Scenes CVPR 2020 3DPeople: Modeling the Geometry of Dressed Humans ICCV 2019 GANimation: Anatomically-aware Facial Animation from a Single Image ECCV 2018 Geometry-Aware Network for Non-Rigid Shape Prediction From a Single View CVPR 2018 Unsupervised Person Image Synthesis in Arbitrary Poses CVPR 2018