Erich Kobler

4 papers · 2020–2025 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver

Venues

CVPR (1) ECCV (1) ICML (1) WACV (1)

Top co-authors

Thomas Pock (3) Alexander Effland (3) Filip Ilic (1) Sebastian Neumayer (1) Karl Kunisch (1) Michael Unser (1) Markus Hofinger (1) Mehrsa Pourya (1) Lydia Lindner (1)

Research topics

Computer Vision (3) Processing (3) Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Mathematics & Optimization (1) Analysis (1) Application Areas (1) Architectures (1) Bayesian & Probabilistic (1) Domain-Specific (1) Optimization (1) Optimization & Theory (1)

Keywords

attention mechanism (2) deep learning (1) inverse problem (1) convolutional neural network (1) temporal consistency (1) window attention (1) convergent behavior (1) tikhonov regularization (1) variational method (1) video denoising (1) variational model (1) medical image reconstruction (1) quadratic problem (1) deep variation (1) learned filter (1) image restoration (1) penalty (1)

Papers

DEALing with Image Reconstruction: Deep Attentive Least Squares ICML 2025 Lightweight Video Denoising Using Aggregated Shifted Window Attention WACV 2023 Learned Variational Video Color Propagation ECCV 2022 Total Deep Variation for Linear Inverse Problems CVPR 2020