Paul Vernaza
11 papers · 2012–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (21)
π
Conference Polyglot
(5)
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Academic Marathon
(13)
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Cross-Pollinator
(13)
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Century Club
(11)
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Conference Pioneer
Conferences
CVPR (4)
ECCV (2)
ICML (2)
RSS (2)
NIPS (1)
Top co-authors
Keywords
inverse optimal control
(2)
feature learning
(1)
partition function
(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)
continuous optimization
(1)
high-dimensional modeling
(1)
probability distribution
(1)
weakly-supervised learning
(1)
multi-object tracking
(1)
inverse planning
(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
R2P2: A ReparameteRized Pushforward Policy for Diverse, Precise Generative Path Forecasting
ECCV 2018
Hierarchical Metric Learning and Matching for 2D and 3D Geometric Correspondences
ECCV 2018
Deep Network Flow for Multi-Object Tracking
CVPR 2017
Learning Random-Walk Label Propagation for Weakly-Supervised Semantic Segmentation
CVPR 2017
DESIRE: Distant Future Prediction in Dynamic Scenes With Interacting Agents
CVPR 2017
Learning to locate from demonstrated searches
RSS 2014
Efficiently finding optimal winding-constrained loops in the plane
RSS 2012
Efficient high dimensional maximum entropy modeling via symmetric partition functions
NIPS 2012