Krystian Mikolajczyk
19 papers · 2012–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (41) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Half
π§
Keyword Pioneer
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Trend Setter
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Keyword Collector
(92)
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Research topics
Computer Vision
(12)
Deep Learning
(11)
Machine Learning
(10)
Analysis
(9)
Core Methods
(9)
Learning Types Β· Deep Learning
(6)
Architectures
(5)
Processing
(4)
Artificial Intelligence
(3)
Core AI Β· Artificial Intelligence
(3)
Generation
(3)
Application Areas
(2)
Core AI Β· Computer Vision
(2)
Learning Types Β· Machine Learning
(2)
Computer Science
(1)
Keywords
3d reconstruction
(3)
image matching
(3)
depth estimation
(2)
camera pose estimation
(2)
zero-shot generalization
(2)
self-supervised learning
(2)
convolutional neural network
(2)
multimodal learning
(2)
novel view synthesis
(2)
feature extraction
(2)
3d gaussian splatting
(2)
stereo matching
(2)
local descriptor
(2)
knowledge distillation
(1)
benchmark evaluation
(1)
image retrieval
(1)
disparity estimation
(1)
semantic segmentation
(1)
image classification
(1)
image reconstruction
(1)
Papers
From None to All: Self-Supervised 3D Reconstruction via Novel View Synthesis
CVPR 2026
Lite Any Stereo: Efficient Zero-Shot Stereo Matching
CVPR 2026
Hypo3D: Exploring Hypothetical Reasoning in 3D
ICML 2025
No Pose at All: Self-Supervised Pose-Free 3D Gaussian Splatting from Sparse Views
ICCV 2025
Stereo Any Video: Temporally Consistent Stereo Matching
ICCV 2025
Match-Stereo-Videos: Bidirectional Alignment for Consistent Dynamic Stereo Matching
ECCV 2024
Multi-Class Segmentation From Aerial Views Using Recursive Noise Diffusion
WACV 2024
OpenDlign: Open-World Point Cloud Understanding with Depth-Aligned Images
NeurIPS 2024
Understanding the Role of the Projector in Knowledge Distillation
AAAI 2024
NinjaDesc: Content-Concealing Visual Descriptors via Adversarial Learning
CVPR 2022
ScaleNet: A Shallow Architecture for Scale Estimation
CVPR 2022
Multi-Attentive Detection of the Spider Monkey Whinny in the (Actual) Wild
Interspeech 2021
HyNet: Learning Local Descriptor with Hybrid Similarity Measure and Triplet Loss
NeurIPS 2020
SOLAR: Second-Order Loss and Attention for Image Retrieval
ECCV 2020
Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters
ICCV 2019
HPatches: A Benchmark and Evaluation of Handcrafted and Learned Local Descriptors
CVPR 2017
BOLD - Binary Online Learned Descriptor For Efficient Image Matching
CVPR 2015
Deep Correlation for Matching Images and Text
CVPR 2015
Non-Sparse Multiple Kernel Fisher Discriminant Analysis
JMLR 2012