Paul Vernaza
11 papers · 2012–2025 · 5 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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πΊοΈ Taxonomy Completionist (23) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half
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Keyword Champion
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Trend Setter
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Conference Pioneer
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Century Club Β· Bronze
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Keyword Collector
(52)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Computer Vision
(4)
Deep Learning
(3)
Mathematics & Optimization
(3)
Analysis
(3)
Core AI
(3)
Optimization
(3)
Optimization & Theory
(3)
Architectures
(2)
Learning Types
(2)
Techniques
(2)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Core Methods
(1)
Keywords
inverse optimal control
(2)
feature learning
(1)
continuous optimization
(1)
imitation learning
(1)
path planning
(1)
maximum entropy
(1)
convex optimization
(1)
scene understanding
(1)
label propagation
(1)
weakly supervised learning
(1)
point cloud
(1)
trajectory prediction
(1)
human motion capture
(1)
transformer
(1)
high-dimensional modeling
(1)
partition function
(1)
motion capture
(1)
probability distribution
(1)
multi-object tracking
(1)
semantic segmentation
(1)
Papers
DriveGPT: Scaling Autoregressive Behavior Models for Driving
ICML 2025
Flash3D: Super-scaling Point Transformers through Joint Hardware-Geometry Locality
CVPR 2025
Towards Uniformly Superhuman Autonomy via Subdominance Minimization
ICML 2022
Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences
ECCV 2018
R2P2: A ReparameteRized Pushforward Policy for Diverse, Precise Generative Path Forecasting
ECCV 2018
Deep Network Flow for Multi-Object Tracking
CVPR 2017
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents
CVPR 2017
Learning Random-Walk Label Propagation for Weakly-Supervised Semantic Segmentation
CVPR 2017
Learning to locate from demonstrated searches
RSS 2014
Efficient high dimensional maximum entropy modeling via symmetric partition functions
NeurIPS 2012
Efficiently finding optimal winding-constrained loops in the plane
RSS 2012