Ivan Sosnovik

4 papers · 2020–2022 · 4 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 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (2)

Venues

ECCV (1) ICLR (1) NeurIPS (1) WACV (1)

Top co-authors

Artem Moskalev (3) Arnold Smeulders (3) Arnold W.M. Smeulders (1) Michał Szmaja (1) Volker Fischer (1) Anna Sepliarskaia (1)

Research topics

Deep Learning (3) Machine Learning (3) Architectures (3) Core Methods (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Core AI (1)

Keywords

feature learning (2) scale equivariance (2) convolutional neural network (2) lie group (1) symmetry learning (1) translation equivariance (1) siamese network (1) neural network (1) steerable filter (1) robust network (1) neural network invariance (1) representation learning (1) group generator (1) object tracking (1) similarity estimation (1)

Papers

Contrasting Quadratic Assignments for Set-Based Representation Learning ECCV 2022 LieGG: Studying Learned Lie Group Generators NeurIPS 2022 Scale Equivariance Improves Siamese Tracking WACV 2021 Scale-Equivariant Steerable Networks ICLR 2020