Mathias Gehrig
11 papers · 2019–2024 · 5 venues · across top CS/AI venues
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Research topics
Computer Vision
(9)
Deep Learning
(7)
Analysis
(7)
Machine Learning
(5)
Processing
(4)
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(3)
Artificial Intelligence
(2)
Architectures
(2)
Core AI
(2)
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(2)
Domain-Specific
(2)
Optimization & Theory Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Techniques
(2)
Application Areas
(1)
Keywords
event camera
(7)
object detection
(4)
vision transformer
(2)
motion estimation
(2)
recurrent neural network
(2)
optical flow
(2)
computer vision
(1)
domain adaptation
(1)
semi-supervised learning
(1)
video frame interpolation
(1)
feature tracking
(1)
transfer learning
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
pseudo labeling
(1)
temporal dynamics
(1)
video understanding
(1)
instance segmentation
(1)
depth estimation
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object recognition
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Papers
LEOD: Label-Efficient Object Detection for Event Cameras
CVPR 2024
Reinforcement Learning Meets Visual Odometry
ECCV 2024
Revisiting Token Pruning for Object Detection and Instance Segmentation
WACV 2024
State Space Models for Event Cameras
CVPR 2024
Data-Driven Feature Tracking for Event Cameras
CVPR 2023
From Chaos Comes Order: Ordering Event Representations for Object Recognition and Detection
ICCV 2023
Recurrent Vision Transformers for Object Detection With Event Cameras
CVPR 2023
Time Lens: Event-Based Video Frame Interpolation
CVPR 2021
AlphaPilot: Autonomous Drone Racing
RSS 2020
Video to Events: Recycling Video Datasets for Event Cameras
CVPR 2020
Focus Is All You Need: Loss Functions for Event-Based Vision
CVPR 2019