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Thomas Pock

18 papers · 2013–2024 · 7 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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+7 more ↓ πŸ—ΊοΈ Taxonomy Completionist (34) πŸƒ Academic Marathon Β· Half 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver 🐣 Hot Topic Early Bird
πŸ† Keyword Champion πŸ—ƒοΈ Keyword Collector (78) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer πŸ”₯ Unstoppable Β· Bronze ❓ The Questioner πŸ’Ž Century Club Β· Bronze

Venues

CVPR (9) ECCV (3) WACV (2) ACL (1) ICCV (1) ICML (1) NeurIPS (1)

Top co-authors

Erich Kobler (3) Alexander Effland (3) Filip Ilic (3) Patrick Knobelreiter (2) Markus Hofinger (2) Stefan Heber (2) Alexander Shekhovtsov (2) Richard P. Wildes (2) Wei Yu (2) Stefano Soatto (1)

Research topics

Computer Vision (11) Deep Learning (6) Machine Learning (6) Mathematics & Optimization (6) Analysis (6) Optimization (6) Processing (5) Artificial Intelligence (3) Models (3) Optimization & Theory (3) Application Areas (2) Core AI (2) Domain-Specific (2) Generation (2) Learning Types (2)

Keywords

convolutional neural network (5) convex optimization (3) temporal consistency (2) stereo matching (2) variational method (2) depth estimation (2) image restoration (2) stereo vision (1) feature extraction (1) non-convex optimization (1) primal-dual optimization (1) 3d vision (1) energy minimization (1) privacy preservation (1) multi-class classification (1) attention mechanism (1) surface reconstruction (1) image denoising (1) unsupervised clustering (1) constrained optimization (1)

Papers

Diffusion-Based Generation of Histopathological Whole Slide Images at a Gigapixel Scale WACV 2024 On the Relationship Between RNN Hidden-State Vectors and Semantic Structures ACL 2024 Selective Interpretable and Motion Consistent Privacy Attribute Obfuscation for Action Recognition CVPR 2024 Lightweight Video Denoising Using Aggregated Shifted Window Attention WACV 2023 Is Appearance Free Action Recognition Possible? ECCV 2022 Learned Variational Video Color Propagation ECCV 2022 One-sided Frank-Wolfe algorithms for saddle problems ICML 2021 Belief Propagation Reloaded: Learning BP-Layers for Labeling Problems CVPR 2020 Improving Optical Flow on a Pyramid Level ECCV 2020 Total Deep Variation for Linear Inverse Problems CVPR 2020 Fast Decomposable Submodular Function Minimization using Constrained Total Variation NeurIPS 2019 End-To-End Training of Hybrid CNN-CRF Models for Stereo CVPR 2017 Neural EPI-Volume Networks for Shape From Light Field ICCV 2017 Convolutional Networks for Shape From Light Field CVPR 2016 Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-Resolution Model for Multi-Class Volumetric Labeling CVPR 2016 Efficient Minimal-Surface Regularization of Perspective Depth Maps in Variational Stereo CVPR 2015 On Learning Optimized Reaction Diffusion Processes for Effective Image Restoration CVPR 2015 An Iterated L1 Algorithm for Non-smooth Non-convex Optimization in Computer Vision CVPR 2013