Christian Wolf

Orcid: 0000-0001-9766-3211

Affiliations:
  • INRIA, Chroma Team, Rhône-Alpes, France
  • INSA Lyon, LIRIS, France (former)


According to our database1, Christian Wolf authored at least 113 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Zero-BEV: Zero-shot Projection of Any First-Person Modality to BEV Maps.
CoRR, 2024

Task-conditioned adaptation of visual features in multi-task policy learning.
CoRR, 2024

Learning to navigate efficiently and precisely in real environments.
CoRR, 2024

Space and Time Continuous Physics Simulation From Partial Observations.
CoRR, 2024

2023
End-to-End (Instance)-Image Goal Navigation through Correspondence as an Emergent Phenomenon.
CoRR, 2023

Learning with a Mole: Transferable latent spatial representations for navigation without reconstruction.
CoRR, 2023

AutoNeRF: Training Implicit Scene Representations with Autonomous Agents.
CoRR, 2023

Learning Whom to Trust in Navigation: Dynamically Switching Between Classical and Neural Planning.
IROS, 2023

Multi-Object Navigation in real environments using hybrid policies.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

EAGLE: Large-scale Learning of Turbulent Fluid Dynamics with Mesh Transformers.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Multi-Object Navigation with dynamically learned neural implicit representations.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
VisQA: X-raying Vision and Language Reasoning in Transformers.
IEEE Trans. Vis. Comput. Graph., 2022

Learning to estimate UAV created turbulence from scene structure observed by onboard cameras.
CoRR, 2022

An experimental study of the vision-bottleneck in VQA.
CoRR, 2022

MoCap-less Quantitative Evaluation of Ego-Pose Estimation Without Ground Truth Measurements.
CoRR, 2022

Teaching Agents how to Map: Spatial Reasoning for Multi-Object Navigation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

An in-depth experimental study of sensor usage and visual reasoning of robots navigating in real environments.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Filtered-CoPhy: Unsupervised Learning of Counterfactual Physics in Pixel Space.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning Reduced Nonlinear State-Space Models: an Output-Error Based Canonical Approach.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021
Graph augmented Deep Reinforcement Learning in the GameRLand3D environment.
CoRR, 2021

Godot Reinforcement Learning Agents.
CoRR, 2021

Satellite Image Semantic Segmentation.
CoRR, 2021

SIM2REALVIZ: Visualizing the Sim2Real Gap in Robot Ego-Pose Estimation.
CoRR, 2021

Universal Domain Adaptation in Ordinal Regression.
CoRR, 2021

Supervising the Transfer of Reasoning Patterns in VQA.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

How Transferable Are Reasoning Patterns in VQA?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Roses Are Red, Violets Are Blue... but Should VQA Expect Them To?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

SSTVOS: Sparse Spatiotemporal Transformers for Video Object Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Deep KKL: Data-driven Output Prediction for Non-Linear Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Cophy: Counterfactual Learning of Physical Dynamics.
Dataset, January, 2020

Estimating semantic structure for the VQA answer space.
CoRR, 2020

DRLViz: Understanding Decisions and Memory in Deep Reinforcement Learning.
Comput. Graph. Forum, 2020

EgoMap: Projective Mapping and Structured Egocentric Memory for Deep RL.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Deep Reinforcement Learning on a Budget: 3D Control and Reasoning Without a Supercomputer.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

CoPhy: Counterfactual Learning of Physical Dynamics.
Proceedings of the 8th International Conference on Learning Representations, 2020

Learning to Plan with Uncertain Topological Maps.
Proceedings of the Computer Vision - ECCV 2020, 2020

Weak Supervision Helps Emergence of Word-Object Alignment and Improves Vision-Language Tasks.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Data-driven multi-model control for a waste heat recovery system.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019
End-to-End Learning of Semantic Grid Estimation Deep Neural Network with Occupancy Grids.
Unmanned Syst., 2019

Learning 3D Navigation Protocols on Touch Interfaces with Cooperative Multi-agent Reinforcement Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Attentional PointNet for 3D-Object Detection in Point Clouds.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

2018
Learning to detect, localize and recognize many text objects in document images from few examples.
Int. J. Document Anal. Recognit., 2018

Multi-view pose estimation with mixtures of parts and adaptive viewpoint selection.
IET Comput. Vis., 2018

Context Aware Robot Architecture, Application to the RoboCup@Home Challenge.
Proceedings of the RoboCup 2018: Robot World Cup XXII [Montreal, 2018

Semantic Grid Estimation with a Hybrid Bayesian and Deep Neural Network Approach.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Semantic Grid Estimation with Occupancy Grids and Semantic Segmentation Networks.
Proceedings of the 15th International Conference on Control, 2018

Learning to Recognize Touch Gestures: Recurrent vs. Convolutional Features and Dynamic Sampling.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Object Level Visual Reasoning in Videos.
Proceedings of the Computer Vision - ECCV 2018, 2018

Glimpse Clouds: Human Activity Recognition From Unstructured Feature Points.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Human Activity Recognition with Pose-driven Attention to RGB.
Proceedings of the British Machine Vision Conference 2018, 2018

2017
Interactive example-based terrain authoring with conditional generative adversarial networks.
ACM Trans. Graph., 2017

Multi-task, multi-domain learning: Application to semantic segmentation and pose regression.
Neurocomputing, 2017

Hand pose estimation through semi-supervised and weakly-supervised learning.
Comput. Vis. Image Underst., 2017

Pose-conditioned Spatio-Temporal Attention for Human Action Recognition.
CoRR, 2017

Full-Page Text Recognition: Learning Where to Start and When to Stop.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

Human Action Recognition: Pose-Based Attention Draws Focus to Hands.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Modout: Learning Multi-Modal Architectures by Stochastic Regularization.
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017

Residual Conv-Deconv Grid Network for Semantic Segmentation.
Proceedings of the British Machine Vision Conference 2017, 2017

Multi-view Pose Estimation with Flexible Mixtures-of-Parts.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Graphical models for social behavior modeling in face-to face interaction.
Pattern Recognit. Lett., 2016

ModDrop: Adaptive Multi-Modal Gesture Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Learning to detect and localize many objects from few examples.
CoRR, 2016

Learning Human Identity From Motion Patterns.
IEEE Access, 2016

Semantic Segmentation via Multi-task, Multi-domain Learning.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2016

Mixed pooling neural networks for color constancy.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

Learning Text-Line Localization with Shared and Local Regression Neural Networks.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

2015
Learning multimodal behavioral models for face-to-face social interaction.
J. Multimodal User Interfaces, 2015

Fast Exact Hyper-graph Matching with Dynamic Programming for Spatio-temporal Data.
J. Math. Imaging Vis., 2015

Hand Pose Estimation through Weakly-Supervised Learning of a Rich Intermediate Representation.
CoRR, 2015

Activity recognition from videos with parallel hypergraph matching on GPUs.
CoRR, 2015

Activity recognition with volume motion templates and histograms of 3D gradients.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Paragraph text segmentation into lines with Recurrent Neural Networks.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Space Displacement Localization Neural Networks to locate origin points of handwritten text lines in historical documents.
Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, 2015

HRI in an ecological dynamic experiment: The GEE corpus based approach for the Emox robot.
Proceedings of the 2015 IEEE International Workshop on Advanced Robotics and its Social Impacts, 2015

2014
Human body part estimation from depth images via spatially-constrained deep learning.
Pattern Recognit. Lett., 2014

Evaluation of video activity localizations integrating quality and quantity measurements.
Comput. Vis. Image Underst., 2014

Autonomous object modeling based on affordances for spatial organization of behavior.
Proceedings of the 4th International Conference on Development and Learning and on Epigenetic Robotics, 2014

Modeling perception-action loops: comparing sequential models with frame-based classifiers.
Proceedings of the second international conference on Human-agent interaction, 2014

Multi-scale Deep Learning for Gesture Detection and Localization.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Contextually Constrained Deep Networks for Scene Labeling.
Proceedings of the British Machine Vision Conference, 2014

Hand Segmentation with Structured Convolutional Learning.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Integrating Spatial Layout of Object Parts into Classification without Pairwise Terms - Application to Fast Body Parts Estimation from Depth Images.
Proceedings of the VISAPP 2013, 2013

Graph-based analysis of physical exercise actions.
Proceedings of the 1st ACM international workshop on Multimedia indexing and information retrieval for healthcare, 2013

An Enactive approach to autonomous agent and robot learning.
Proceedings of the 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics, 2013

A Multi-scale Approach to Gesture Detection and Recognition.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

Social Behavior Modeling Based on Incremental Discrete Hidden Markov Models.
Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

2012
Combinatorial mesh optimization.
Vis. Comput., 2012

Supervised Learning and Codebook Optimization for Bag-of-Words Models.
Cogn. Comput., 2012

Human action recognition based on space-time graphs.
Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012

Action recognition in videos.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012

Sparse shift-invariant representation of local 2D patterns and sequence learning for human action recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Real-Time Exact Graph Matching with Application in Human Action Recognition.
Proceedings of the Human Behavior Understanding - Third International Workshop, 2012

Spatio-Temporal Convolutional Sparse Auto-Encoder for Sequence Classification.
Proceedings of the British Machine Vision Conference, 2012

2011
Sequential Deep Learning for Human Action Recognition.
Proceedings of the Human Behavior Unterstanding - Second International Workshop, 2011

Robust Feature Line Extraction on CAD Triangular Meshes.
Proceedings of the GRAPP 2011, 2011

2010
Document Ink Bleed-Through Removal with Two Hidden Markov Random Fields and a Single Observation Field.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Inference and parameter estimation on hierarchical belief networks for image segmentation.
Neurocomputing, 2010

Integrating a Discrete Motion Model into GMM Based Background Subtraction.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Pairwise Features for Human Action Recognition.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Action Classification in Soccer Videos with Long Short-Term Memory Recurrent Neural Networks.
Proceedings of the Artificial Neural Networks, 2010

Interactive content-aware zooming.
Proceedings of the Graphics Interface 2010 Conference, May 31, 2010

Recognizing and Localizing Individual Activities through Graph Matching.
Proceedings of the Seventh IEEE International Conference on Advanced Video and Signal Based Surveillance, 2010

2009
3D Object Detection and Viewpoint Selection in Sketch Images Using Local Patch-Based Zernike Moments.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

Classification of Images Based on Hidden Markov Models.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008
Improving recto document side restoration with an estimation of the verso side from a single scanned page.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Markov Random Fields for Improving 3D Mesh Analysis and Segmentation.
Proceedings of the 1st Eurographics Workshop on 3D Object Retrieval, 2008

2006
Object count/area graphs for the evaluation of object detection and segmentation algorithms.
Int. J. Document Anal. Recognit., 2006

2005
ICDAR 2003 robust reading competitions: entries, results, and future directions.
Int. J. Document Anal. Recognit., 2005

2004
Extraction and recognition of artificial text in multimedia documents.
Pattern Anal. Appl., 2004

2002
Video Indexing and Retrieval at UMD.
Proceedings of The Eleventh Text REtrieval Conference, 2002

Text Localization, Enhancement and Binarization in Multimedia Documents.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Binarization of Low Quality Text Using a Markov Random Field Model.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2000
Content Based Image Retrieval Using Interest Points and Texture Features.
Proceedings of the 15th International Conference on Pattern Recognition, 2000


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