Guillermo Gallego
19 papers · 2015–2026 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (26)
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Keyword Champion
(3)
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Century Club Β· Bronze
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Conference Pioneer
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Keyword Collector
(63)
Top co-authors
Research topics
Computer Vision
(13)
Analysis
(12)
Processing
(7)
Deep Learning
(5)
Machine Learning
(3)
Domain-Specific
(3)
Mathematics & Optimization
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Optimization & Theory Β· Machine Learning
(2)
Computer Science
(1)
Applications
(1)
Core AI
(1)
Generation
(1)
Learning Types Β· Machine Learning
(1)
Keywords
event camera
(10)
optical flow
(5)
depth estimation
(4)
contrast maximization
(3)
motion estimation
(3)
optical flow estimation
(2)
motion compensation
(2)
image denoising
(1)
computer vision
(1)
3d reconstruction
(1)
object tracking
(1)
deep learning
(1)
image reconstruction
(1)
synthetic data generation
(1)
transfer learning
(1)
motion segmentation
(1)
autonomous driving
(1)
stochastic process
(1)
maximum likelihood
(1)
action recognition
(1)
Papers
EventHub: Data Factory for Generalizable Event-Based Stereo Networks without Active Sensors
CVPR 2026
Geometric-Photometric Event-based 3D Gaussian Ray Tracing
CVPR 2026
ETAP: Event-based Tracking of Any Point
CVPR 2025
Simultaneous Motion And Noise Estimation with Event Cameras
ICCV 2025
Unsupervised Joint Learning of Optical Flow and Intensity with Event Cameras
ICCV 2025
Event-based Mosaicing Bundle Adjustment
ECCV 2024
Low-power Continuous Remote Behavioral Localization with Event Cameras
CVPR 2024
Motion and Structure from Event-based Normal Flow
ECCV 2024
Motion-prior Contrast Maximization for Dense Continuous-Time Motion Estimation
ECCV 2024
Event-Aided Direct Sparse Odometry
CVPR 2022
Secrets of Event-Based Optical Flow
ECCV 2022
The Spatio-Temporal Poisson Point Process: A Simple Model for the Alignment of Event Camera Data
ICCV 2021
Event-Based Motion Segmentation by Motion Compensation
ICCV 2019
Focus Is All You Need: Loss Functions for Event-Based Vision
CVPR 2019
Asynchronous, Photometric Feature Tracking using Events and Frames
ECCV 2018
A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation
CVPR 2018
Event-Based Vision Meets Deep Learning on Steering Prediction for Self-Driving Cars
CVPR 2018
Semi-Dense 3D Reconstruction with a Stereo Event Camera
ECCV 2018
Continuous-Time Trajectory Estimation for Event-based Vision Sensors
RSS 2015