Fatma Guney
16 papers · 2015–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (27) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🏆
Keyword Champion
(2)
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
❓
The Questioner
💎
Century Club · Bronze
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Keyword Collector
(60)
Top co-authors
Research topics
Computer Vision
(12)
Artificial Intelligence
(7)
Analysis
(7)
Core AI
(6)
Machine Learning
(5)
Deep Learning
(4)
Learning Types · Machine Learning
(4)
Processing
(4)
Domain-Specific
(3)
Learning Types · Deep Learning
(2)
Application Areas
(1)
Architectures
(1)
Core Methods
(1)
Learning Paradigms
(1)
Models
(1)
Keywords
autonomous driving
(4)
future prediction
(2)
point tracking
(2)
unsupervised learning
(2)
semantic segmentation
(2)
video understanding
(2)
optical flow
(2)
multi-object segmentation
(2)
object detection
(1)
depth estimation
(1)
uncertainty quantification
(1)
adaptive learning
(1)
trajectory prediction
(1)
motion forecasting
(1)
self-supervised learning
(1)
disparity estimation
(1)
neural rendering
(1)
motion estimation
(1)
outlier detection
(1)
bird's eye view
(1)
Papers
Real-World Point Tracking with Verifier-Guided Pseudo-Labeling
CVPR 2026
WarpRF: Multi-View Consistency for Training-Free Uncertainty Quantification and Applications in Radiance Fields
WACV 2026
ETA: Efficiency through Thinking Ahead, A Dual Approach to Self-Driving with Large Models
ICCV 2025
Track-On: Transformer-based Online Point Tracking with Memory
ICLR 2025
CarFormer: Self-Driving with Learned Object-Centric Representations
ECCV 2024
Have We Ever Encountered This Before? Retrieving Out-of-Distribution Road Obstacles From Driving Scenes
WACV 2024
ADAPT: Efficient Multi-Agent Trajectory Prediction with Adaptation
ICCV 2023
Multi-Object Discovery by Low-Dimensional Object Motion
ICCV 2023
RbA: Segmenting Unknown Regions Rejected by All
ICCV 2023
Self-supervised Object-Centric Learning for Videos
NeurIPS 2023
StretchBEV: Stretching Future Instance Prediction Spatially and Temporally
ECCV 2022
SLAMP: Stochastic Latent Appearance and Motion Prediction
ICCV 2021
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions
ECCV 2018
Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data
CVPR 2017
Displets: Resolving Stereo Ambiguities Using Object Knowledge
CVPR 2015
Exploiting Object Similarity in 3D Reconstruction
ICCV 2015