← Authors

Martin Kiefel

6 papers · 2011–2019 · 4 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) πŸƒ Academic Marathon (8) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (6) 🌟 Keyword Trendsetter Combo (3) πŸ“ˆ Trend Setter

Conferences

CVPR (3) ICCV (1) JMLR (1) NIPS (1)

Top co-authors

Peter V. Gehler (3) Carsten Rother (1) Federica Bogo (1) Christoph Lassner (1) Javier Romero (1) Bernhard SchΓΆlkopf (1) Lumin Zhang (1) Michael J. Black (1) Michael Hirsch (1) Francois Fleuret (1)

Research topics

Computer Vision (1)

Keywords

convolutional neural network (2) image segmentation (1) sparse learning (1) depth estimation (1) model fitting (1) human pose estimation (1) instance segmentation (1) numerical optimization (1) landmark detection (1) random fields (1) gradient descent (1) sparsity prior (1) label transfer (1) bayesian linear regression (1) stereo matching (1) reflectance estimation (1) image decomposition (1) 3d human pose estimation (1) random field model (1) lighting separation (1)

Papers

Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo ICCV 2019
Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR 2017
Semantic Instance Annotation of Street Scenes by 3D to 2D Label Transfer CVPR 2016
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks CVPR 2016
Quasi-Newton Method: A New Direction JMLR 2013
Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance NIPS 2011