← Authors

Pascal Fua

103 papers · 2012–2025 · 8 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (8) πŸ—ΊοΈ Taxonomy Completionist (112) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (10) πŸƒ Academic Marathon (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (22) 🀝 Dynamic Duo (27) πŸ† Keyword Champion πŸ”¬ Deep Specialist (27) 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (419) πŸ’Ž Century Club (103) ⚑ Prolific Year (13) πŸ”₯ Unstoppable (14) πŸ“ˆ Trend Setter

Conferences

CVPR (49) ICCV (22) NIPS (11) ECCV (10) ICML (4) MICCAI (3) ICLR (2) WACV (2)

Top co-authors

Mathieu Salzmann (27) Vincent Lepetit (11) Francois Fleuret (10) Pierre Baque (8) Helge Rhodin (8) Timur Bagautdinov (7) Benoit Guillard (7) Eduard Trulls (7) Kwang Moo Yi (6) Yinlin Hu (6)

Keywords

3d reconstruction (14) pose estimation (7) neural network (7) image segmentation (6) human pose estimation (6) self-supervised learning (6) differentiable rendering (5) 3d vision (5) convolutional neural network (5) keypoint detection (5) active learning (4) feature learning (4) feature matching (4) depth estimation (4) deep learning (4) surface reconstruction (4) point cloud (3) image matching (3) object detection (3) domain adaptation (3)

Papers

A View-consistent Sampling Method for Regularized Training of Neural Radiance Fields ICCV 2025
Pairwise-Constrained Implicit Functions for 3D Human Heart Modeling MICCAI 2025
LeFusion: Controllable Pathology Synthesis via Lesion-Focused Diffusion Models ICLR 2025
DiffAtlas: GenAI-fying Atlas Segmentation via Image-Mask Diffusion MICCAI 2025
IT$^3$: Idempotent Test-Time Training ICML 2025
Real-time Free-view Human Rendering from Sparse-view RGB Videos using Double Unprojected Textures CVPR 2025
Counting Stacked Objects ICCV 2025
MetaCap: Meta-learning Priors from Multi-View Imagery for Sparse-view Human Performance Capture and Rendering ECCV 2024
CLOAF: CoLlisiOn-Aware Human Flow CVPR 2024
Garment Recovery with Shape and Deformation Priors CVPR 2024
Generating Anatomically Accurate Heart Structures via Neural Implicit Fields MICCAI 2024
Reconstruction of Manipulated Garment with Guided Deformation Prior NIPS 2024
Enabling Uncertainty Estimation in Iterative Neural Networks ICML 2024
Neural Surface Detection for Unsigned Distance Fields ECCV 2024
Multi-View Tracking Using Weakly Supervised Human Motion Prediction WACV 2023
Two-Level Data Augmentation for Calibrated Multi-View Detection WACV 2023
GECCO: Geometrically-Conditioned Point Diffusion Models ICCV 2023
LightDepth: Single-View Depth Self-Supervision from Illumination Decline ICCV 2023
DrapeNet: Garment Generation and Self-Supervised Draping CVPR 2023
ISP: Multi-Layered Garment Draping with Implicit Sewing Patterns NIPS 2023
ImplicitAtlas: Learning Deformable Shape Templates in Medical Imaging CVPR 2022
MeshUDF: Fast and Differentiable Meshing of Unsigned Distance Field Networks ECCV 2022
Perspective Flow Aggregation for Data-Limited 6D Object Pose Estimation ECCV 2022
Leveraging Self-Supervision for Cross-Domain Crowd Counting CVPR 2022
Adversarial Parametric Pose Prior CVPR 2022
Learning To Align Sequential Actions in the Wild CVPR 2022
Wide-Depth-Range 6D Object Pose Estimation in Space CVPR 2021
Deep Active Surface Models CVPR 2021
Temporally-Coherent Surface Reconstruction via Metric-Consistent Atlases ICCV 2021
Human Detection and Segmentation via Multi-View Consensus ICCV 2021
Masksembles for Uncertainty Estimation CVPR 2021
PCLs: Geometry-Aware Neural Reconstruction of 3D Pose With Perspective Crop Layers CVPR 2021
Sketch2Mesh: Reconstructing and Editing 3D Shapes From Sketches ICCV 2021
Estimating People Flows to Better Count Them in Crowded Scenes ECCV 2020
UCLID-Net: Single View Reconstruction in Object Space NIPS 2020
DISK: Learning local features with policy gradient NIPS 2020
MeshSDF: Differentiable Iso-Surface Extraction NIPS 2020
Local Non-Rigid Structure-From-Motion From Diffeomorphic Mappings CVPR 2020
ActiveMoCap: Optimized Viewpoint Selection for Active Human Motion Capture CVPR 2020
Shape Reconstruction by Learning Differentiable Surface Representations CVPR 2020
Single-Stage 6D Object Pose Estimation CVPR 2020
Lightweight Multi-View 3D Pose Estimation Through Camera-Disentangled Representation CVPR 2020
Deformation-Aware Unpaired Image Translation for Pose Estimation on Laboratory Animals CVPR 2020
TopoAL: An Adversarial Learning Approach for Topology-Aware Road Segmentation ECCV 2020
Towards Reliable Evaluation of Algorithms for Road Network Reconstruction from Aerial Images ECCV 2020
Domain Adaptive Multibranch Networks ICLR 2020
Detecting the Unexpected via Image Resynthesis ICCV 2019
Beyond Cartesian Representations for Local Descriptors ICCV 2019
Recurrent U-Net for Resource-Constrained Segmentation ICCV 2019
Neural Scene Decomposition for Multi-Person Motion Capture CVPR 2019
Backpropagation-Friendly Eigendecomposition NIPS 2019
Context-Aware Crowd Counting CVPR 2019
Eliminating Exposure Bias and Metric Mismatch in Multiple Object Tracking CVPR 2019
Segmentation-Driven 6D Object Pose Estimation CVPR 2019
GarNet: A Two-Stream Network for Fast and Accurate 3D Cloth Draping ICCV 2019
Gravity as a Reference for Estimating a Person's Height From Video ICCV 2019
FishEyeRecNet: A Multi-Context Collaborative Deep Network for Fisheye Image Rectification ECCV 2018
Learning Monocular 3D Human Pose Estimation From Multi-View Images CVPR 2018
Residual Parameter Transfer for Deep Domain Adaptation CVPR 2018
Beyond the Pixel-Wise Loss for Topology-Aware Delineation CVPR 2018
Learning to Find Good Correspondences CVPR 2018
Real-Time Seamless Single Shot 6D Object Pose Prediction CVPR 2018
Eigendecomposition-free Training of Deep Networks with Zero Eigenvalue-based Losses ECCV 2018
Geodesic Convolutional Shape Optimization ICML 2018
LF-Net: Learning Local Features from Images NIPS 2018
Modeling Facial Geometry Using Compositional VAEs CVPR 2018
WILDTRACK: A Multi-Camera HD Dataset for Dense Unscripted Pedestrian Detection CVPR 2018
Every Smile Is Unique: Landmark-Guided Diverse Smile Generation CVPR 2018
Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation ECCV 2018
Flight Dynamics-Based Recovery of a UAV Trajectory Using Ground Cameras CVPR 2017
Multi-Modal Mean-Fields via Cardinality-Based Clamping CVPR 2017
Learning Active Learning from Data NIPS 2017
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection ICCV 2017
Non-Markovian Globally Consistent Multi-Object Tracking ICCV 2017
Learning to Fuse 2D and 3D Image Cues for Monocular Body Pose Estimation ICCV 2017
Social Scene Understanding: End-To-End Multi-Person Action Localization and Collective Activity Recognition CVPR 2017
Direct Prediction of 3D Body Poses From Motion Compensated Sequences CVPR 2016
Principled Parallel Mean-Field Inference for Discrete Random Fields CVPR 2016
Active Learning for Delineation of Curvilinear Structures CVPR 2016
Learning to Match Aerial Images With Deep Attentive Architectures CVPR 2016
What Players Do With the Ball: A Physically Constrained Interaction Modeling CVPR 2016
Learning to Assign Orientations to Feature Points CVPR 2016
Flying Objects Detection From a Single Moving Camera CVPR 2015
Projection Onto the Manifold of Elongated Structures for Accurate Extraction ICCV 2015
Discriminative Learning of Deep Convolutional Feature Point Descriptors ICCV 2015
Probability Occupancy Maps for Occluded Depth Images CVPR 2015
Kullback-Leibler Proximal Variational Inference NIPS 2015
TILDE: A Temporally Invariant Learned DEtector CVPR 2015
Dense Image Registration and Deformable Surface Reconstruction in Presence of Occlusions and Minimal Texture ICCV 2015
A Novel Representation of Parts for Accurate 3D Object Detection and Tracking in Monocular Images ICCV 2015
Hot or Not: Exploring Correlations Between Appearance and Temperature ICCV 2015
Introducing Geometry in Active Learning for Image Segmentation ICCV 2015
Reconstructing Evolving Tree Structures in Time Lapse Sequences CVPR 2014
Multiscale Centerline Detection by Learning a Scale-Space Distance Transform CVPR 2014
Learning for Structured Prediction Using Approximate Subgradient Descent with Working Sets CVPR 2013
Learning Separable Filters CVPR 2013
Fast Object Detection with Entropy-Driven Evaluation CVPR 2013
Non-Linear Domain Adaptation with Boosting NIPS 2013
Boosting Binary Keypoint Descriptors CVPR 2013
Detecting Irregular Curvilinear Structures in Gray Scale and Color Imagery Using Multi-directional Oriented Flux ICCV 2013
An Optimal Policy for Target Localization with Application to Electron Microscopy ICML 2013
Reconstructing Loopy Curvilinear Structures Using Integer Programming CVPR 2013
Learning Image Descriptors with the Boosting-Trick NIPS 2012