Jonah Philion
13 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Academic Marathon Β· Sprint
π€
Dynamic Duo
(12)
β
The Questioner
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(72)
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Deep Learning
(9)
Core AI
(9)
Computer Vision
(8)
Machine Learning
(5)
Domain-Specific
(5)
Analysis
(3)
Application Areas
(3)
Architectures
(3)
Models
(3)
Generation
(2)
Optimization & Theory Β· Deep Learning
(2)
Optimization & Theory Β· Machine Learning
(2)
Reinforcement Learning
(1)
Robotics
(1)
Keywords
autonomous driving
(6)
autonomous vehicle
(4)
trajectory prediction
(3)
bird's eye view segmentation
(2)
generative adversarial network
(2)
traffic simulation
(2)
computer vision
(1)
domain adaptation
(1)
multi-agent reinforcement learning
(1)
lane detection
(1)
domain generalization
(1)
motion forecasting
(1)
3d vision
(1)
image synthesis
(1)
sequential prediction
(1)
sample complexity
(1)
unsupervised domain adaptation
(1)
3d object detection
(1)
collision avoidance
(1)
lighting estimation
(1)
Papers
Trajeglish: Traffic Modeling as Next-Token Prediction
ICLR 2024
End-to-end 3D Tracking with Decoupled Queries
ICCV 2023
Towards Viewpoint Robustness in Bird's Eye View Segmentation
ICCV 2023
Generating Useful Accident-Prone Driving Scenarios via a Learned Traffic Prior
CVPR 2022
How Much More Data Do I Need? Estimating Requirements for Downstream Tasks
CVPR 2022
DriveGAN: Towards a Controllable High-Quality Neural Simulation
CVPR 2021
Emergent Road Rules In Multi-Agent Driving Environments
ICLR 2021
Learning Indoor Inverse Rendering With 3D Spatially-Varying Lighting
ICCV 2021
Towards Optimal Strategies for Training Self-Driving Perception Models in Simulation
NeurIPS 2021
Learning to Evaluate Perception Models Using Planner-Centric Metrics
CVPR 2020
Learning to Simulate Dynamic Environments With GameGAN
CVPR 2020
Lift, Splat, Shoot: Encoding Images from Arbitrary Camera Rigs by Implicitly Unprojecting to 3D
ECCV 2020
FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network
CVPR 2019