Dmytro Mishkin
8 papers · 2017–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🧬 Topic Evolution
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(6)
Deep Learning
(4)
Machine Learning
(4)
Analysis
(3)
Processing
(3)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Techniques
(2)
Mathematics & Optimization
(1)
Core AI
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization
(1)
Keywords
metric learning
(2)
image restoration
(1)
motion deblurring
(1)
image retrieval
(1)
object detection
(1)
feature matching
(1)
depth estimation
(1)
structure from motion
(1)
surface normal estimation
(1)
edge detection
(1)
image matching
(1)
robust estimation
(1)
convolutional neural network
(1)
evaluation metric
(1)
image transformation
(1)
human preference
(1)
homography estimation
(1)
correspondence filtering
(1)
epipolar geometry
(1)
conditional generative adversarial network
(1)
Papers
Explaining Human Preferences via Metrics for Structured 3D Reconstruction
ICCV 2025
StereoGlue: Joint Feature Matching and Robust Estimation
ECCV 2024
A Large-Scale Homography Benchmark
CVPR 2023
Efficient Initial Pose-Graph Generation for Global SfM
CVPR 2021
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch
WACV 2020
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
CVPR 2018
Repeatability Is Not Enough: Learning Affine Regions via Discriminability
ECCV 2018
Working hard to know your neighbor's margins: Local descriptor learning loss
NeurIPS 2017