Peter V. Gehler
13 papers · 2011–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (11) π Interdisciplinary Bridge π Conference Polyglot (3) π§ Keyword Pioneer π Cross-Pollinator (5)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(38)
π
Interdisciplinary Bridge
π§¬
Topic Evolution
π
Conference Pioneer
π
Trend Setter
β‘
Prolific Year
(5)
π
Century Club
(13)
ποΈ
Keyword Collector
(69)
Conferences
CVPR (6)
NIPS (4)
ICCV (3)
Top co-authors
Research topics
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