Tommi Kärkkäinen

3 papers · 2020–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10)

Venues

CVPR (1) ICLR (1) JMLR (1)

Top co-authors

Xuxi Chen (1) Mykola Pechenizkiy (1) Joonas Hämäläinen (1) Decebal Constantin Mocanu (1) João P. P. Gomes (1) Guiyang Jiang (1) Alisson S. C. Alencar (1) Tuomo Rossi (1) Amauri H. Souza Júnior (1) Xiaohan Chen (1)

Research topics

Computer Vision (2) Deep Learning (2) Healthcare & Medicine (1) Machine Learning (1) Analysis (1) Architectures (1) Clinical (1) Core Methods (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Techniques (1)

Keywords

feature alignment (1) image classification (1) semantic segmentation (1) multi-task learning (1) object detection (1) universal approximation (1) nonlinear regression (1) distance matrix (1) convolutional neural network (1) clustering-based method (1) minimal learning machine (1) reference point (1) virtual staining (1) reference point selection (1) kernel size (1) immunohistochemistry staining (1) hematoxylin-eosin staining (1)

Papers

Virtual Immunohistochemistry Staining with Dual-Aligned Multi-Task Feature Guidance CVPR 2026 More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity ICLR 2023 Minimal Learning Machine: Theoretical Results and Clustering-Based Reference Point Selection JMLR 2020