Publications (61)
Advanced Steel Microstructural Classification by Deep Learning Methods
Seyed Majid Azimi, Dominik Britz, Michael Engstler +2
Knockoff Nets: Stealing Functionality of Black-Box Models
Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz
Spatio-Temporal Image Boundary Extrapolation
Apratim Bhattacharyya, Mateusz Malinowski, Mario Fritz
A Pooling Approach to Modelling Spatial Relations for Image Retrieval and Annotation
Mateusz Malinowski, Mario Fritz
Person Recognition in Personal Photo Collections
Seong Joon Oh, Rodrigo Benenson, Mario Fritz +1
Bayesian Prediction of Future Street Scenes through Importance Sampling based Optimization
Apratim Bhattacharyya, Mario Fritz, Bernt Schiele
MPIIGaze: Real-World Dataset and Deep Appearance-Based Gaze Estimation
Xucong Zhang, Yusuke Sugano, Mario Fritz +1
Acquiring Target Stacking Skills by Goal-Parameterized Deep Reinforcement Learning
Wenbin Li, Jeannette Bohg, Mario Fritz
What Is Around The Camera?
Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel +3
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models
Ahmed Salem, Yang Zhang, Mathias Humbert +3
$A^{4}NT$: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation
Rakshith Shetty, Bernt Schiele, Mario Fritz
Interpretability Beyond Classification Output: Semantic Bottleneck Networks
Max Losch, Mario Fritz, Bernt Schiele
Towards Reverse-Engineering Black-Box Neural Networks
Seong Joon Oh, Max Augustin, Bernt Schiele +1
Adversarial Scene Editing: Automatic Object Removal from Weak Supervision
Rakshith Shetty, Mario Fritz, Bernt Schiele
Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods
Apratim Bhattacharyya, Mario Fritz, Bernt Schiele
Sequential Attacks on Agents for Long-Term Adversarial Goals
Edgar Tretschk, Seong Joon Oh, Mario Fritz
Novel Views of Objects from a Single Image
Konstantinos Rematas, Chuong Nguyen, Tobias Ritschel +2
Disentangled Person Image Generation
Liqian Ma, Qianru Sun, Stamatios Georgoulis +3
Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes
Yang He, Bernt Schiele, Mario Fritz
DeLight-Net: Decomposing Reflectance Maps into Specular Materials and Natural Illumination
Stamatios Georgoulis, Konstantinos Rematas, Tobias Ritschel +3
To Fall Or Not To Fall: A Visual Approach to Physical Stability Prediction
Wenbin Li, Seyedmajid Azimi, Aleš Leonardis +1
Fashion is Taking Shape: Understanding Clothing Preference Based on Body Shape From Online Sources
Hosnieh Sattar, Gerard Pons-Moll, Mario Fritz
Prediction of Search Targets From Fixations in Open-World Settings
Hosnieh Sattar, Sabine Müller, Mario Fritz +1
Appearance-Based Gaze Estimation in the Wild
Xucong Zhang, Yusuke Sugano, Mario Fritz +1
Ask Your Neurons: A Deep Learning Approach to Visual Question Answering
Mateusz Malinowski, Marcus Rohrbach, Mario Fritz
Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty
Apratim Bhattacharyya, Mario Fritz, Bernt Schiele
MLCapsule: Guarded Offline Deployment of Machine Learning as a Service
Lucjan Hanzlik, Yang Zhang, Kathrin Grosse +4
Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation
Rakshith Shetty, Bernt Schiele, Mario Fritz
Accurate and Diverse Sampling of Sequences based on a "Best of Many" Sample Objective
Apratim Bhattacharyya, Bernt Schiele, Mario Fritz
Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images
Tribhuvanesh Orekondy, Bernt Schiele, Mario Fritz
Learning Dilation Factors for Semantic Segmentation of Street Scenes
Yang He, Margret Keuper, Bernt Schiele +1
Deep Reflectance Maps
Konstantinos Rematas, Tobias Ritschel, Mario Fritz +2
Multi-Cue Zero-Shot Learning with Strong Supervision
Zeynep Akata, Mateusz Malinowski, Mario Fritz +1
Predicting the Category and Attributes of Visual Search Targets Using Deep Gaze Pooling
Hosnieh Sattar, Andreas Bulling, Mario Fritz
A Hybrid Model for Identity Obfuscation by Face Replacement
Qianru Sun, Ayush Tewari, Weipeng Xu +3
Natural and Effective Obfuscation by Head Inpainting
Qianru Sun, Liqian Ma, Seong Joon Oh +3
Long-Term Image Boundary Prediction
Apratim Bhattacharyya, Mateusz Malinowski, Bernt Schiele +1
Towards Segmenting Consumer Stereo Videos: Benchmark, Baselines and Ensembles
Wei-Chen Chiu, Fabio Galasso, Mario Fritz
STD2P: RGBD Semantic Segmentation Using Spatio-Temporal Data-Driven Pooling
Yang He, Wei-Chen Chiu, Margret Keuper +1
Exploiting saliency for object segmentation from image level labels
Seong Joon Oh, Rodrigo Benenson, Anna Khoreva +3
Tutorial on Answering Questions about Images with Deep Learning
Mateusz Malinowski, Mario Fritz
VConv-DAE: Deep Volumetric Shape Learning Without Object Labels
Abhishek Sharma, Oliver Grau, Mario Fritz
Learnable Pooling Regions for Image Classification
Mateusz Malinowski, Mario Fritz
Hard to Cheat: A Turing Test based on Answering Questions about Images
Mateusz Malinowski, Mario Fritz
Learning Manipulation under Physics Constraints with Visual Perception
Wenbin Li, Aleš Leonardis, Jeannette Bohg +1
Visual Stability Prediction and Its Application to Manipulation
Wenbin Li, Aleš Leonardis, Mario Fritz
Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training
Rakshith Shetty, Marcus Rohrbach, Lisa Anne Hendricks +2
Visual Decoding of Targets During Visual Search From Human Eye Fixations
Hosnieh Sattar, Mario Fritz, Andreas Bulling
Learning Multi-Scale Representations for Material Classification
Wenbin Li, Mario Fritz
Ask Your Neurons: A Neural-based Approach to Answering Questions about Images
Mateusz Malinowski, Marcus Rohrbach, Mario Fritz
Adversarial Image Perturbation for Privacy Protection -- A Game Theory Perspective
Seong Joon Oh, Mario Fritz, Bernt Schiele
Contextual Media Retrieval Using Natural Language Queries
Sreyasi Nag Chowdhury, Mateusz Malinowski, Andreas Bulling +1
GazeDPM: Early Integration of Gaze Information in Deformable Part Models
Iaroslav Shcherbatyi, Andreas Bulling, Mario Fritz
Mean Box Pooling: A Rich Image Representation and Output Embedding for the Visual Madlibs Task
Ashkan Mokarian, Mateusz Malinowski, Mario Fritz
See the Difference: Direct Pre-Image Reconstruction and Pose Estimation by Differentiating HOG
Wei-Chen Chiu, Mario Fritz
Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images
Tribhuvanesh Orekondy, Mario Fritz, Bernt Schiele
Person Recognition in Personal Photo Collections
Seong Joon Oh, Rodrigo Benenson, Mario Fritz +1
Faceless Person Recognition; Privacy Implications in Social Media
Seong Joon Oh, Rodrigo Benenson, Mario Fritz +1
A Domain Based Approach to Social Relation Recognition
Qianru Sun, Bernt Schiele, Mario Fritz
Ubic: Bridging the gap between digital cryptography and the physical world
Mark Simkin, Dominique Schroeder, Andreas Bulling +1
A Multi-World Approach to Question Answering about Real-World Scenes based on Uncertain Input
Mateusz Malinowski, Mario Fritz