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Jonas Wulff

9 papers · 2013–2022 · 4 venues · across top CS/AI venues

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Achievements

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+4 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
🧭 Keyword Pioneer 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (52) πŸš€ Conference Pioneer

Venues

CVPR (5) NeurIPS (2) ICCV (1) ICLR (1)

Top co-authors

Michael J. Black (5) Antonio Torralba (3) Phillip Isola (3) Tongzhou Wang (2) Deqing Sun (2) William Peebles (1) Lukas Balles (1) Kihwan Kim (1) Richard Chen (1) Andreas Geiger (1)

Research topics

Computer Vision (8) Machine Learning (6) Analysis (6) Processing (6) Deep Learning (5) Core Methods (4) Learning Types Β· Deep Learning (3) Learning Types Β· Machine Learning (3) Models (2) Optimization & Theory (2) Techniques (2) Mathematics & Optimization (1) Generation (1) Optimization (1)

Keywords

optical flow (4) motion estimation (4) motion segmentation (2) self-supervised learning (2) representation learning (2) scene understanding (1) principal component analysis (1) semantic segmentation (1) feature matching (1) image inpainting (1) structure from motion (1) image editing (1) visual representation (1) procedural generation (1) image generation (1) scene segmentation (1) mean field (1) sparse representation (1) image segmentation (1) unsupervised learning (1)

Papers

Procedural Image Programs for Representation Learning NeurIPS 2022 Learning to See by Looking at Noise NeurIPS 2021 Using latent space regression to analyze and leverage compositionality in GANs ICLR 2021 Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation CVPR 2019 Seeing What a GAN Cannot Generate ICCV 2019 Optical Flow in Mostly Rigid Scenes CVPR 2017 Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data CVPR 2017 Efficient Sparse-to-Dense Optical Flow Estimation Using a Learned Basis and Layers CVPR 2015 A Fully-Connected Layered Model of Foreground and Background Flow CVPR 2013