← Authors

Peter V. Gehler

13 papers · 2011–2022 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) πŸƒ Academic Marathon (11) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (38) πŸŒ‰ Interdisciplinary Bridge 🧬 Topic Evolution πŸš€ Conference Pioneer πŸ“ˆ Trend Setter ⚑ Prolific Year (5) πŸ’Ž Century Club (13) πŸ—ƒοΈ Keyword Collector (69)

Conferences

CVPR (6) NIPS (4) ICCV (3)

Top co-authors

Bernhard SchΓΆlkopf (4) Martin Kiefel (3) Francesco Locatello (3) Varun Jampani (3) Andreas M. Lehrmann (2) Raghudeep Gadde (2) Christoph Lassner (2) Sebastian Nowozin (2) Bernt Schiele (2) Muhammad Waleed Gondal (1)

Research topics

Computer Vision (1)

Keywords

convolutional neural network (3) human pose (2) pose estimation (2) reflectance estimation (2) image decomposition (2) image restoration (1) transfer learning (1) adversarial robustness (1) model calibration (1) video segmentation (1) model fitting (1) human pose estimation (1) object tracking (1) out-of-distribution generalization (1) domain generalization (1) human motion (1) markov chain monte carlo (1) sparse learning (1) non-parametric bayesian (1) landmark detection (1)

Papers

Assaying Out-Of-Distribution Generalization in Transfer Learning NIPS 2022
Backward-Compatible Prediction Updates: A Probabilistic Approach NIPS 2021
Dynamic Inference with Neural Interpreters NIPS 2021
A Generative Model of People in Clothing ICCV 2017
Unite the People: Closing the Loop Between 3D and 2D Human Representations CVPR 2017
Video Propagation Networks CVPR 2017
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation CVPR 2017
Semantic Video CNNs Through Representation Warping ICCV 2017
DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation CVPR 2016
Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks CVPR 2016
Efficient Nonlinear Markov Models for Human Motion CVPR 2014
A Non-parametric Bayesian Network Prior of Human Pose ICCV 2013
Recovering Intrinsic Images with a Global Sparsity Prior on Reflectance NIPS 2011