Juho Kannala
Scholar

Juho Kannala

Google Scholar ID: c4mWQPQAAAAJ
Associate Professor, Aalto University & University of Oulu, Finland
Computer VisionMachine Learning
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Citations & Impact
All-time
Citations
10,601
 
H-index
40
 
i10-index
91
 
Publications
20
 
Co-authors
43
list available
Contact
No contact links provided.
Publications
33 items
Does Attention-Guided Masking Really Help Object Discovery in Object-Centric Learning?
2026
Cited
0
TileGS: Tile-Local Depth Binning for Gaussian Splatting Rasterization
2026
Cited
0
Compressing AI Traffic: Standardized Neural Network Coding of Visual-Token Representations in Split Vision-Language Inference
2026
Cited
0
SplatGuide: Geometric Priors from 3D Gaussians for Pose-Free Novel View Synthesis
2026
Cited
0
HSA: Hierarchical Slot Attention for Multi-granularity Scene-Decomposition
2026
Cited
0
GeoMix: Descriptor-Free Visual Localization via Global Context and Multi-Detector Training
2026
Cited
0
Internalizing Temporal Consistency in Video Object-Centric Learning without Explicit Regularization
2026
Cited
0
Cycle Consistency in Video Object-Centric Learning
2026
Cited
0
Resume (English only)
Co-authors
43 total
Esa Rahtu
Esa Rahtu
Professor, Tampere University, Finland
Janne Heikkilä
Janne Heikkilä
Professor of Computer Science and Engineering, University of Oulu
Arno Solin
Arno Solin
Associate Professor in Machine Learning, Aalto University
Iaroslav Melekhov
Iaroslav Melekhov
Aalto University
Sami Sebastian Brandt
Sami Sebastian Brandt
Professor at IT University of Copenhagen
Matthew Blaschko
Matthew Blaschko
KU Leuven
Subhransu Maji
Subhransu Maji
Professor, University of Massachusetts, Amherst
Andrea Vedaldi
Andrea Vedaldi
University of Oxford