Peter V. Gehler

Carl-Johann Simon-Gabriel

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

The Role of Pretrained Representations for the OOD Generalization of RL Agents.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Visual Representation Learning Does Not Generalize Strongly Within the Same Domain.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Towards Total Recall in Industrial Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Representation Learning for Out-Of-Distribution Generalization in Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Adapting ImageNet-scale models to complex distribution shifts with self-learning.

[BibT_eX]

[DOI]

CoRR, 2021

Backward-Compatible Prediction Updates: A Probabilistic Approach.

[BibT_eX]

[DOI]

Frederik Träuble

Julius von Kügelgen

Matthäus Kleindessner

Francesco Locatello

Bernhard Schölkopf

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Dynamic Inference with Neural Interpreters.

[BibT_eX]

[DOI]

Nasim Rahaman

Muhammad Waleed Gondal

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

CrossCLR: Cross-modal Contrastive Learning For Multi-modal Video Representations.

[BibT_eX]

[DOI]

Mohammadreza Zolfaghari

Yi Zhu

Thomas Brox

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Providing a Single Ground-Truth for Illuminant Estimation for the ColorChecker Dataset.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Towards causal generative scene models via competition of experts.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Learning an Event Sequence Embedding for Dense Event-Based Deep Stereo.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learning Task-Specific Generalized Convolutions in the Permutohedral Lattice.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 2019

2018

Efficient 2D and 3D Facade Segmentation Using Auto-Context.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Rehabilitating the Color Checker Dataset for Illuminant Estimation.

[BibT_eX]

[DOI]

CoRR, 2018

Rehabilitating the ColorChecker Dataset for Illuminant Estimation.

[BibT_eX]

[DOI]

Proceedings of the 26th Color and Imaging Conference, 2018

Deep Directional Statistics: Pose Estimation with Uncertainty Quantification.

[BibT_eX]

[DOI]

Sergey Prokudin

Sebastian Nowozin

Proceedings of the Computer Vision - ECCV 2018, 2018

Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on 3D Vision, 2018

2017

A Curious Problem with Using the Colour Checker Dataset for Illuminant Estimation.

[BibT_eX]

[DOI]

Proceedings of the 25th Color and Imaging Conference, 2017

A Generative Model of People in Clothing.

[BibT_eX]

[DOI]

Christoph Lassner

Gerard Pons-Moll

Proceedings of the IEEE International Conference on Computer Vision, 2017

Semantic Video CNNs Through Representation Warping.

[BibT_eX]

[DOI]

Raghudeep Gadde

Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning to Filter Object Detections.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition - 39th German Conference, 2017

Reflectance Adaptive Filtering Improves Intrinsic Image Estimation.

[BibT_eX]

[DOI]

Thomas Nestmeyer

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Unite the People: Closing the Loop Between 3D and 2D Human Representations.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Video Propagation Networks.

[BibT_eX]

[DOI]

Raghudeep Gadde

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Barrista: Caffe Well-Served.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Superpixel Convolutional Networks Using Bilateral Inceptions.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

Keep It SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2016, 2016

DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Learning Sparse High Dimensional Filters: Image Filtering, Dense CRFs and Bilateral Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Multi-View and 3D Deformable Part Models.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

The informed sampler: A discriminative approach to Bayesian inference in generative computer vision models.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2015

Sparse Convolutional Networks using the Permutohedral Lattice.

[BibT_eX]

[DOI]

CoRR, 2015

Permutohedral Lattice CNNs.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Learning Representations, 2015

Superpixel Convolutional Networks using Bilateral Inceptions.

[BibT_eX]

[DOI]

CoRR, 2015

Efficient Facade Segmentation Using Auto-context.

[BibT_eX]

[DOI]

Raghudeep Gadde

Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

3D object class detection in the wild.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

2014

Branch&Rank for Efficient Object Detection.

[BibT_eX]

[DOI]

Alain D. Lehmann

Luc Van Gool

Int. J. Comput. Vis., 2014

Multi-View Priors for Learning Detectors from Sparse Viewpoint Data.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Learning Representations, 2014

Intrinsic Video.

[BibT_eX]

[DOI]

Naejin Kong

Michael J. Black

Proceedings of the Computer Vision - ECCV 2014, 2014

Human Pose Estimation with Fields of Parts.

[BibT_eX]

[DOI]

Peter Vincent Gehler

Proceedings of the Computer Vision - ECCV 2014, 2014

Efficient Nonlinear Markov Models for Human Motion.

[BibT_eX]

[DOI]

Andreas M. Lehrmann

Sebastian Nowozin

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2D Human Pose Estimation: New Benchmark and State of the Art Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Strong Appearance and Expressive Spatial Models for Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

A Non-parametric Bayesian Network Prior of Human Pose.

[BibT_eX]

[DOI]

Andreas M. Lehrmann