Mario Fritz

According to our database1, Mario Fritz authored at least 97 papers between 2002 and 2019.

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Bibliography

2019
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2019

Fashion Is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
Proceedings of the 26th Annual Network and Distributed System Security Symposium, 2019

Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods.
Proceedings of the 7th International Conference on Learning Representations, 2019

2018
Reflectance and Natural Illumination from Single-Material Specular Objects Using Deep Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation.
Proceedings of the 27th USENIX Security Symposium, 2018

Adversarial Scene Editing: Automatic Object Removal from Weak Supervision.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Towards Reverse-Engineering Black-Box Neural Networks.
Proceedings of the 6th International Conference on Learning Representations, 2018

Answering Visual What-If Questions: From Actions to Predicted Scene Descriptions.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

A Hybrid Model for Identity Obfuscation by Face Replacement.
Proceedings of the Computer Vision - ECCV 2018, 2018

Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes.
Proceedings of the Computer Vision - ECCV 2018, 2018

Workshop on Interactive and Adaptive Learning in an Open World.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

Natural and Effective Obfuscation by Head Inpainting.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Disentangled Person Image Generation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Accurate and Diverse Sampling of Sequences Based on a "Best of Many" Sample Objective.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Long-Term On-Board Prediction of People in Traffic Scenes Under Uncertainty.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Long-Term Image Boundary Prediction.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Novel Views of Objects from a Single Image.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Ask Your Neurons: A Deep Learning Approach to Visual Question Answering.
International Journal of Computer Vision, 2017

Visual stability prediction for robotic manipulation.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Adversarial Image Perturbation for Privacy Protection A Game Theory Perspective.
Proceedings of the IEEE International Conference on Computer Vision, 2017

What is Around the Camera?
Proceedings of the IEEE International Conference on Computer Vision, 2017

Learning Dilation Factors for Semantic Segmentation of Street Scenes.
Proceedings of the Pattern Recognition - 39th German Conference, 2017

It's Written All Over Your Face: Full-Face Appearance-Based Gaze Estimation.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

A Domain Based Approach to Social Relation Recognition.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Exploiting Saliency for Object Segmentation from Image Level Labels.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Visual Stability Prediction and Its Application to Manipulation.
Proceedings of the 2017 AAAI Spring Symposia, 2017

2016
Learning to Detect Visual Grasp Affordance.
IEEE Trans. Automation Science and Engineering, 2016

Recognition of ongoing complex activities by sequence prediction over a hierarchical label space.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Demo: I-Pic: A Platform for Privacy-Compliant Image Capture.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

I-Pic: A Platform for Privacy-Compliant Image Capture.
Proceedings of the 14th Annual International Conference on Mobile Systems, 2016

Xplore-M-Ego: Contextual Media Retrieval Using Natural Language Queries.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

VConv-DAE: Deep Volumetric Shape Learning Without Object Labels.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Faceless Person Recognition: Privacy Implications in Social Media.
Proceedings of the Computer Vision - ECCV 2016, 2016

Learning to Select Long-Track Features for Structure-From-Motion and Visual SLAM.
Proceedings of the Pattern Recognition - 38th German Conference, 2016

Deep Reflectance Maps.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Multi-cue Zero-Shot Learning with Strong Supervision.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task.
Proceedings of the British Machine Vision Conference 2016, 2016

Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Joint segmentation and activity discovery using semantic and temporal priors.
Proceedings of the 2015 IEEE International Conference on Pervasive Computing and Communications, 2015

Person Recognition in Personal Photo Collections.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Ask Your Neurons: A Neural-Based Approach to Answering Questions about Images.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Teaching robots the use of human tools from demonstration with non-dexterous end-effectors.
Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

Appearance-based gaze estimation in the wild.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Prediction of search targets from fixations in open-world settings.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Ubic: Bridging the Gap between Digital Cryptography and the Physical World.
Proceedings of the Computer Security - ESORICS 2014, 2014

Image-Based Synthesis and Re-synthesis of Viewpoints Guided by 3D Models.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Anytime Recognition of Objects and Scenes.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Object Disambiguation for Augmented Reality Applications.
Proceedings of the British Machine Vision Conference, 2014

2013
A Category-Level 3D Object Dataset: Putting the Kinect to Work.
Proceedings of the Consumer Depth Cameras for Computer Vision, 2013

Learnable Pooling Regions for Image Classification
Proceedings of the 1st International Conference on Learning Representations, 2013

Sequential Bayesian Model Update under Structured Scene Prior for Semantic Road Scenes Labeling.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Multi-class Video Co-segmentation with a Generative Multi-video Model.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Learning Smooth Pooling Regions for Visual Recognition.
Proceedings of the British Machine Vision Conference, 2013

2012
A geometric approach to robotic laundry folding.
I. J. Robotics Res., 2012

Timely Object Recognition.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

Sparselet Models for Efficient Multiclass Object Detection.
Proceedings of the Computer Vision - ECCV 2012, 2012

Recognizing Materials from Virtual Examples.
Proceedings of the Computer Vision - ECCV 2012, 2012

Active Metric Learning for Object Recognition.
Proceedings of the Pattern Recognition, 2012

RALF: A reinforced active learning formulation for object class recognition.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

The Pooled NBNN Kernel: Beyond Image-to-Class and Image-to-Image.
Proceedings of the Computer Vision - ACCV 2012, 2012

Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets.
Proceedings of the Computer Vision - ACCV 2012, 2012

2011
Perception for the manipulation of socks.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Practical 3-D object detection using category and instance-level appearance models.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

Parametrized shape models for clothing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Visual grasp affordances from appearance-based cues.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

A category-level 3-D object dataset: Putting the Kinect to work.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

I spy with my little eye: Learning optimal filters for cross-modal stereo under projected patterns.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

The NBNN kernel.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Pick Your Neighborhood - Improving Labels and Neighborhood Structure for Label Propagation.
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011

A probabilistic model for recursive factorized image features.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Improving the Kinect by Cross-Modal Stereo.
Proceedings of the British Machine Vision Conference, 2011

2010
Classifying materials in the real world.
Image Vision Comput., 2010

Tutor-based learning of visual categories using different levels of supervision.
Computer Vision and Image Understanding, 2010

Size Matters: Metric Visual Search Constraints from Monocular Metadata.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Adapting Visual Category Models to New Domains.
Proceedings of the Computer Vision, 2010

Multi-modal Learning.
Proceedings of the Cognitive Systems, 2010

Categorical Perception.
Proceedings of the Cognitive Systems, 2010

2009
An Additive Latent Feature Model for Transparent Object Recognition.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Discriminative structure learning of hierarchical representations for object detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Modeling, representing and learning of visual categories.
PhD thesis, 2008

Discovery of activity patterns using topic models.
Proceedings of the UbiComp 2008: Ubiquitous Computing, 10th International Conference, 2008

Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features.
Proceedings of the Computer Vision, 2008

Decomposition, discovery and detection of visual categories using topic models.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Towards Robust Pedestrian Detection in Crowded Image Sequences.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Towards Unsupervised Discovery of Visual Categories.
Proceedings of the Pattern Recognition, 2006

2005

Integrating Representative and Discriminative Models for Object Category Detection.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

2004
On the Significance of Real-World Conditions for Material Classification.
Proceedings of the Computer Vision, 2004

2002
Object Tracking and Pose Estimation Using Light-Field Object Models.
Proceedings of the Vision, 2002


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