Katie Luo
8 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird
π
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(4)
Deep Learning
(4)
Domain-Specific
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Analysis
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
autonomous driving
(3)
object detection
(3)
3d object detection
(3)
lidar point cloud
(2)
domain adaptation
(2)
imitation learning
(1)
style transfer
(1)
self-supervised learning
(1)
constraint optimization
(1)
multimodal learning
(1)
depth estimation
(1)
weather perception
(1)
driving dataset
(1)
visual representation
(1)
image-to-image translation
(1)
inverse reinforcement learning
(1)
reinforcement learning from human feedback
(1)
reward function
(1)
multimodal large language model
(1)
augmented reality
(1)
Papers
S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Model with Spatio-Temporal Visual Representation
CVPR 2025
Reward Finetuning for Faster and More Accurate Unsupervised Object Discovery
NeurIPS 2023
Ithaca365: Dataset and Driving Perception Under Repeated and Challenging Weather Conditions
CVPR 2022
Learning To Detect Mobile Objects From LiDAR Scans Without Labels
CVPR 2022
Unsupervised Adaptation from Repeated Traversals for Autonomous Driving
NeurIPS 2022
Stay Positive: Non-Negative Image Synthesis for Augmented Reality
CVPR 2021
Implicit Latent Variable Model for Scene-Consistent Motion Forecasting
ECCV 2020
Learning Robust Rewards with Adverserial Inverse Reinforcement Learning
ICLR 2018