A comparison of position estimation techniques using occupancy grids. - Bernt Schiele; James L. Crowley (Robotics Auton. Syst., 1994)

Object Recognition Using Multidimensional Receptive Field Histograms. - Bernt Schiele; James L. Crowley (ECCV (1), 1996)

Probabilistic object recognition using multidimensional receptive field histograms. - Bernt Schiele; James L. Crowley (ICPR, 1996)

Where to look next and what to look for. - Bernt Schiele; James L. Crowley (IROS, 1996)

Object Classification Based on Visual Classes. - Bernt Schiele (DAGM-Symposium, 1997)

Transinformation of object recognition and its application to viewpoint planning. - Bernt Schiele; James L. Crowley (Robotics Auton. Syst., 1997)

Reconnaissance d'objets utilisant des histogrammes multidimensionnels de champs réceptifs. (Object Recognition using Multidimensional Receptive Field Histograms). - Bernt Schiele (1997)

Comprehensive Colour Image Normalization. - Graham D. Finlayson; Bernt Schiele; James L. Crowley (ECCV (1), 1998)

Transinformation for Active Object Recognition. - Bernt Schiele; James L. Crowley (ICCV, 1998)

Visual Contextual Awareness in Wearable Computing. - Thad Starner; Bernt Schiele; Alex Pentland (ISWC, 1998)

Position estimation using principal components of range data. - James L. Crowley; Frank Wallner; Bernt Schiele (Robotics Auton. Syst., 1998)

Probabilistic Object Recognition and Localization. - Bernt Schiele; Alex Pentland (ICCV, 1999)

An Interactive Computer Vision System DyPERS: Dynamic Personal Enhanced Reality System. - Bernt Schiele; Nuria Oliver; Tony Jebara; Alex Pentland (ICVS, 1999)

Realtime Personal Positioning System for Wearable Computers. - Hisashi Aoki; Bernt Schiele; Alex Pentland (ISWC, 1999)

Towards Robust Perception and Model Integration. - Bernt Schiele; Martin Spengler; Hannes Kruppa (Sensor Based Intelligent Robots, 2000)

Vocabulary-Supported Image Retrieval. - Bernt Schiele; Julia Vogel (DELOS, 2000)

Recognition without Correspondence using Multidimensional Receptive Field Histograms. - Bernt Schiele; James L. Crowley (Int. J. Comput. Vis., 2000)

Hierarchical Combination of Object Models using Mutual Information. - Hannes Kruppa; Bernt Schiele (BMVC, 2001)

3D Object Recognition from Range Images using Local Feature Histograms. - Günter Hetzel; Bastian Leibe; Paul Levi; Bernt Schiele (CVPR (2), 2001)

Smart-Its Friends: A Technique for Users to Easily Establish Connections between Smart Artefacts. - Lars Erik Holmquist; Friedemann Mattern; Bernt Schiele; Petteri Alahuhta; Michael Beigl; Hans-Werner Gellersen (UbiComp, 2001)

Performance prediction for vocabulary-supported image retrieval. - Julia Vogel; Bernt Schiele (ICIP (2), 2001)

Detecting Context in Distributed Sensor Networks by Using Smart Context-Aware Packets. - Florian Michahelles; Michael Samulowitz; Bernt Schiele (ARCS, 2002)

Saliency of Interest Points under Scale Changes. - Daniela Hall; Bastian Leibe; Bernt Schiele (BMVC, 2002)

Skin Patch Detection in Real-World Images. - Hannes Kruppa; Martin A. Bauer; Bernt Schiele (DAGM-Symposium, 2002)

Query-Dependent Performance Optimization for Vocabulary-Supported Image Retrieval. - Julia Vogel; Bernt Schiele (DAGM-Symposium, 2002)

On Performance Characterization and Optimization for Image Retrieval. - Julia Vogel; Bernt Schiele (ECCV (4), 2002)

Proactive Instructions for Furniture Assembly. - Stavros Antifakos; Florian Michahelles; Bernt Schiele (UbiComp, 2002)

Analyzing Non-Negative Matrix Factorization for Image Classification. - David Guillamet; Bernt Schiele; Jordi Vitrià (ICPR (2), 2002)

How Many Classifiers Do I Need? - Bernt Schiele (ICPR (2), 2002)

Bridging the Gap between Virtual and Physical Games Using Wearable Sensors. - Stavros Antifakos; Bernt Schiele (ISWC, 2002)

Computer Vision for Wearable Computing. - Bernt Schiele (MVA, 2002)

The Light Field Oracle. - Reto Lütolf; Bernt Schiele; Markus H. Gross (PG, 2002)

Beyond Position Awareness. - Stavros Antifakos; Bernt Schiele (Pers. Ubiquitous Comput., 2002)

An information-theoretic approach to combining object models. - Hannes Kruppa; Bernt Schiele (Robotics Auton. Syst., 2002)

Context-driven model switching for visual tracking. - Hannes Kruppa; Martin Spengler; Bernt Schiele (Robotics Auton. Syst., 2002)

Using Local Context To Improve Face Detection. - Hannes Kruppa; Bernt Schiele (BMVC, 2003)

Interleaved Object Categorization and Segmentation. - Bastian Leibe; Bernt Schiele (BMVC, 2003)

Analyzing Appearance and Contour Based Methods for Object Categorization. - Bastian Leibe; Bernt Schiele (CVPR (2), 2003)

Multi-sensor Activity Context Detection for Wearable Computing. - Nicky Kern; Bernt Schiele; Albrecht Schmidt 001 (EUSAI, 2003)

Multi-object Tracking Based on a Modular Knowledge Hierarchy. - Martin Spengler; Bernt Schiele (ICVS, 2003)

Context-Aware Notification for Wearable Computing. - Nicky Kern; Bernt Schiele (ISWC, 2003)

Applying wearable sensors to avalanche rescue. - Florian Michahelles; Peter Matter; Albrecht Schmidt 001; Bernt Schiele (Comput. Graph., 2003)

Computer vision systems. - Bernt Schiele; Gerhard Sagerer (Mach. Vis. Appl., 2003)

Towards robust multi-cue integration for visual tracking. - Martin Spengler; Bernt Schiele (Mach. Vis. Appl., 2003)

Introducing a weighted non-negative matrix factorization for image classification. - David Guillamet; Jordi Vitrià; Bernt Schiele (Pattern Recognit. Lett., 2003)

Wearable sensing to annotate meeting recordings. - Nicky Kern; Bernt Schiele; Holger Junker; Paul Lukowicz; Gerhard Tröster (Pers. Ubiquitous Comput., 2003)

Natural Scene Retrieval Based on a Semantic Modeling Step. - Julia Vogel; Bernt Schiele (CIVR, 2004)

Workshop on Generic Object Recognition and Categorization. - Sven J. Dickinson; Ales Leonardis; Bernt Schiele (CVPR Workshops, 2004)

Scale-Invariant Object Categorization Using a Scale-Adaptive Mean-Shift Search. - Bastian Leibe; Bernt Schiele (DAGM-Symposium, 2004)

A Semantic Typicality Measure for Natural Scene Categorization. - Julia Vogel; Bernt Schiele (DAGM-Symposium, 2004)

Evaluating the Effects of Displaying Uncertainty in Context-Aware Applications. - Stavros Antifakos; Adrian Schwaninger; Bernt Schiele (UbiComp, 2004)

A Model for Human Interruptability: Experimental Evaluation and Automatic Estimation from Wearable Sensors. - Nicky Kern; Stavros Antifakos; Bernt Schiele; Adrian Schwaninger (ISWC, 2004)

Less Contact: Heart-Rate Detection Without Even Touching the User. - Florian Michahelles; Ramon Wicki; Bernt Schiele (ISWC, 2004)

Towards Distributed Awareness – An Artifact Based Approach. - Florian Michahelles; Albrecht Schmidt 001; Bernt Schiele; Michael Beigl (WMCSA, 2004)

Building Intelligent Environments with Smart-Its. - Lars Erik Holmquist; Hans-Werner Gellersen; Gerd Kortuem; Albrecht Schmidt 001; Martin Strohbach; Stavros Antifakos; Florian Michahelles; Bernt Schiele; Michael Beigl; Ramia Mazé (IEEE Computer Graphics and Applications, 2004)

An Evaluation of Local Shape-Based Features for Pedestrian Detection. - Edgar Seemann; Bastian Leibe; Krystian Mikolajczyk; Bernt Schiele (BMVC, 2005)

Pedestrian Detection in Crowded Scenes. - Bastian Leibe; Edgar Seemann; Bernt Schiele (CVPR (1), 2005)

Analyzing features for activity recognition. - Tâm Huynh; Bernt Schiele (sOc-EUSAI, 2005)

Integrating Representative and Discriminative Models for Object Category Detection. - Mario Fritz; Bastian Leibe; Barbara Caputo; Bernt Schiele (ICCV, 2005)

Local Features for Object Class Recognition. - Krystian Mikolajczyk; Bastian Leibe; Bernt Schiele (ICCV, 2005)

Towards improving trust in context-aware systems by displaying system confidence. - Stavros Antifakos; Nicky Kern; Bernt Schiele; Adrian Schwaninger (Mobile HCI, 2005)

The 2005 PASCAL Visual Object Classes Challenge. - Mark Everingham; Andrew Zisserman; Christopher K. I. Williams; Luc Van Gool; Moray Allan; Christopher M. Bishop; Olivier Chapelle; Navneet Dalal; Thomas Deselaers; Gyuri Dorkó; Stefan Duffner; Jan Eichhorn; et al. (MLCW, 2005)

Sensing and monitoring professional skiers. - Florian Michahelles; Bernt Schiele (IEEE Pervasive Comput., 2005)

Efficient Clustering and Matching for Object Class Recognition. - Bastian Leibe; Krystian Mikolajczyk; Bernt Schiele (BMVC, 2006)

Segmentation Based Multi-Cue Integration for Object Detection. - Bastian Leibe; Krystian Mikolajczyk; Bernt Schiele (BMVC, 2006)

An Implicit Shape Model for Combined Object Categorization and Segmentation. - Bastian Leibe; Ales Leonardis; Bernt Schiele (Toward Category-Level Object Recognition, 2006)

Multiple Object Class Detection with a Generative Model. - Krystian Mikolajczyk; Bastian Leibe; Bernt Schiele (CVPR (1), 2006)

Multi-Aspect Detection of Articulated Objects. - Edgar Seemann; Bastian Leibe; Bernt Schiele (CVPR (2), 2006)

Towards Multi-View Object Class Detection. - Alexander Thomas; Vittorio Ferrari; Bastian Leibe; Tinne Tuytelaars; Bernt Schiele; Luc Van Gool (CVPR (2), 2006)

Towards Unsupervised Discovery of Visual Categories. - Mario Fritz; Bernt Schiele (DAGM-Symposium, 2006)

Cross-Articulation Learning for Robust Detection of Pedestrians. - Edgar Seemann; Bernt Schiele (DAGM-Symposium, 2006)

Interleaving Object Categorization and Segmentation. - Bastian Leibe; Bernt Schiele (Cognitive Vision Systems, 2006)

Towards Less Supervision in Activity Recognition from Wearable Sensors. - Tâm Huynh; Bernt Schiele (ISWC, 2006)

Unsupervised Discovery of Structure in Activity Data Using Multiple Eigenspaces. - Tâm Huynh; Bernt Schiele (LoCA, 2006)

Towards Personalized Mobile Interruptibility Estimation. - Nicky Kern; Bernt Schiele (LoCA, 2006)

Model-free tracking of cars and people based on color regions. - Bernt Schiele (Image Vis. Comput., 2006)

Performance evaluation and optimization for content-based image retrieval. - Julia Vogel; Bernt Schiele (Pattern Recognit., 2006)

A psychophysically plausible model for typicality ranking of natural scenes. - Adrian Schwaninger; Julia Vogel; Franziska Hofer; Bernt Schiele (ACM Trans. Appl. Percept., 2006)

Towards systematic research of multimodal interfaces for non-desktop work scenarios. - Victoria Carlsson; Bernt Schiele (CHI Extended Abstracts, 2007)

Towards Robust Pedestrian Detection in Crowded Image Sequences. - Edgar Seemann; Mario Fritz; Bernt Schiele (CVPR, 2007)

How Computer Vision Can Help in Outdoor Positioning. - Ulrich Steinhoff; Dusan Omercevic; Roland Perko; Bernt Schiele; Ales Leonardis (AmI, 2007)

Toward Recognition of Short and Non-repetitive Activities from Wearable Sensors. - Andreas Zinnen; Kristof Van Laerhoven; Bernt Schiele (AmI, 2007)

Visual Object Class Recognition combining Generative and Discriminative Methods. - Bernt Schiele (HIS, 2007)

Cooperative Augmentation of Smart Objects with Projector-Camera Systems. - David Molyneaux; Hans Gellersen; Gerd Kortuem; Bernt Schiele (UbiComp, 2007)

How Good are Local Features for Classes of Geometric Objects. - Michael Stark 003; Bernt Schiele (ICCV, 2007)

Browsing patient records during ward rounds with a body worn gyroscope. - Andreas Zinnen; Bernt Schiele; Thomas Ziegert (ISWC, 2007)

Scalable Recognition of Daily Activities with Wearable Sensors. - Tâm Huynh; Ulf Blanke; Bernt Schiele (LoCA, 2007)

Semantic Modeling of Natural Scenes for Content-Based Image Retrieval. - Julia Vogel; Bernt Schiele (Int. J. Comput. Vis., 2007)

Recognizing context for annotating a live life recording. - Nicky Kern; Bernt Schiele; Albrecht Schmidt 001 (Pers. Ubiquitous Comput., 2007)

People-tracking-by-detection and people-detection-by-tracking. - Mykhaylo Andriluka; Stefan Roth 001; Bernt Schiele (CVPR, 2008)

Decomposition, discovery and detection of visual categories using topic models. - Mario Fritz; Bernt Schiele (CVPR, 2008)

Sliding-Windows for Rapid Object Class Localization: A Parallel Technique. - Christian Wojek; Gyuri Dorkó; André Schulz 004; Bernt Schiele (DAGM-Symposium, 2008)

A Performance Evaluation of Single and Multi-feature People Detection. - Christian Wojek; Bernt Schiele (DAGM-Symposium, 2008)

Hierarchical Support Vector Random Fields: Joint Training to Combine Local and Global Features. - Paul Schnitzspan; Mario Fritz; Bernt Schiele (ECCV (2), 2008)

A Dynamic Conditional Random Field Model for Joint Labeling of Object and Scene Classes. - Christian Wojek; Bernt Schiele (ECCV (4), 2008)

Vision-Based Detection of Mobile Smart Objects. - David Molyneaux; Hans Gellersen; Bernt Schiele (EuroSSC, 2008)

Discovery of activity patterns using topic models. - Tâm Huynh; Mario Fritz; Bernt Schiele (UbiComp, 2008)

Functional Object Class Detection Based on Learned Affordance Cues. - Michael Stark 003; Philipp Lies; Michael Zillich; Jeremy L. Wyatt; Bernt Schiele (ICVS, 2008)

Sustained logging and discrimination of sleep postures with low-level, wrist-worn sensors. - Kristof Van Laerhoven; Marko Borazio; David Kilian; Bernt Schiele (ISWC, 2008)

Using rhythm awareness in long-term activity recognition. - Kristof Van Laerhoven; David Kilian; Bernt Schiele (ISWC, 2008)

Exploring semi-supervised and active learning for activity recognition. - Maja Stikic; Kristof Van Laerhoven; Bernt Schiele (ISWC, 2008)

A new approach to enable gesture recognition in continuous data streams. - Andreas Zinnen; Bernt Schiele (ISWC, 2008)

ADL recognition based on the combination of RFID and accelerometer sensing. - Maja Stikic; Tâm Huynh; Kristof Van Laerhoven; Bernt Schiele (PervasiveHealth, 2008)

Integrating Visual Context and Object Detection within a Probabilistic Framework. - Roland Perko; Christian Wojek; Bernt Schiele; Ales Leonardis (WAPCV, 2008)

Robust Object Detection with Interleaved Categorization and Segmentation. - Bastian Leibe; Ales Leonardis; Bernt Schiele (Int. J. Comput. Vis., 2008)

Sensory Augmented Computing and its Potential for Human-Computer Interaction (Sensorunterstützte Computersysteme und deren Potenzial für die Mensch-Maschine-Interaktion). - Bernt Schiele (it Inf. Technol., 2008)

Learning semantic object parts for object categorization. - Bastian Leibe; Alan Ettlin; Bernt Schiele (Image Vis. Comput., 2008)

2007's Wearable Computing Advances. - Bernt Schiele (IEEE Pervasive Comput., 2008)

Pictorial structures revisited: People detection and articulated pose estimation. - Mykhaylo Andriluka; Stefan Roth 001; Bernt Schiele (CVPR, 2009)

Pedestrian detection: A benchmark. - Piotr Dollár; Christian Wojek; Bernt Schiele; Pietro Perona (CVPR, 2009)

Discriminative structure learning of hierarchical representations for object detection. - Paul Schnitzspan; Mario Fritz; Stefan Roth 001; Bernt Schiele (CVPR, 2009)

Multi-cue onboard pedestrian detection. - Christian Wojek; Stefan Walk; Bernt Schiele (CVPR, 2009)

A shape-based object class model for knowledge transfer. - Michael Stark 003; Michael Goesele; Bernt Schiele (ICCV, 2009)

Shading cues for object class detection. - Michael Stark 003; Michael Goesele; Bernt Schiele (ICCV Workshops, 2009)

Enabling Efficient Time Series Analysis for Wearable Activity Data. - Kristof Van Laerhoven; Eugen Berlin; Bernt Schiele (ICMLA, 2009)

An Exploration of Daily Routine Modeling Based on Bluetooth and GSM-Data. - Ulrich Steinhoff; Bernt Schiele (ISWC, 2009)

Multi-graph Based Semi-supervised Learning for Activity Recognition. - Maja Stikic; Diane Larlus; Bernt Schiele (ISWC, 2009)

An Analysis of Sensor-Oriented vs. Model-Based Activity Recognition. - Andreas Zinnen; Ulf Blanke; Bernt Schiele (ISWC, 2009)

Daily Routine Recognition through Activity Spotting. - Ulf Blanke; Bernt Schiele (LoCA, 2009)

Activity Recognition from Sparsely Labeled Data Using Multi-Instance Learning. - Maja Stikic; Bernt Schiele (LoCA, 2009)

Multi Activity Recognition Based on Bodymodel-Derived Primitives. - Andreas Zinnen; Christian Wojek; Bernt Schiele (LoCA, 2009)

Whac-A-Bee: a sensor network game. - Eugen Berlin; Kristof Van Laerhoven; Bernt Schiele; Pablo Ezequiel Guerrero; Arthur Herzog; Daniel Jacobi; Alejandro P. Buchmann (SenSys, 2009)

Categorical Perception. - Mario Fritz; Mykhaylo Andriluka; Sanja Fidler; Michael Stark 003; Ales Leonardis; Bernt Schiele (Cognitive Systems, 2010)

Multi-modal Learning. - Danijel Skocaj; Matej Kristan; Alen Vrecko; Ales Leonardis; Mario Fritz; Michael Stark 003; Bernt Schiele; Somboon Hongeng; Jeremy L. Wyatt (Cognitive Systems, 2010)

Back to the Future: Learning Shape Models from 3D CAD Data. - Michael Stark 003; Michael Goesele; Bernt Schiele (BMVC, 2010)

Monocular 3D pose estimation and tracking by detection. - Mykhaylo Andriluka; Stefan Roth 001; Bernt Schiele (CVPR, 2010)

Multi-cue pedestrian classification with partial occlusion handling. - Markus Enzweiler; Angela Eigenstetter; Bernt Schiele; Dariu M. Gavrila (CVPR, 2010)

What helps where - and why? Semantic relatedness for knowledge transfer. - Marcus Rohrbach; Michael Stark 003; György Szarvas; Iryna Gurevych; Bernt Schiele (CVPR, 2010)

Automatic discovery of meaningful object parts with latent CRFs. - Paul Schnitzspan; Stefan Roth 001; Bernt Schiele (CVPR, 2010)

New features and insights for pedestrian detection. - Stefan Walk; Nikodem Majer; Konrad Schindler; Bernt Schiele (CVPR, 2010)

Extracting Structures in Image Collections for Object Recognition. - Sandra Ebert; Diane Larlus; Bernt Schiele (ECCV (1), 2010)

Combining Language Sources and Robust Semantic Relatedness for Attribute-Based Knowledge Transfer. - Marcus Rohrbach; Michael Stark 003; György Szarvas; Bernt Schiele (ECCV Workshops (1), 2010)

Disparity Statistics for Pedestrian Detection: Combining Appearance, Motion and Stereo. - Stefan Walk; Konrad Schindler; Bernt Schiele (ECCV (6), 2010)

Monocular 3D Scene Modeling and Inference: Understanding Multi-Object Traffic Scenes. - Christian Wojek; Stefan Roth 001; Konrad Schindler; Bernt Schiele (ECCV (4), 2010)

Improving person detection using synthetic training data. - Jie Yu; Dirk Farin; Christof Kruger; Bernt Schiele (ICIP, 2010)

Vision based victim detection from unmanned aerial vehicles. - Mykhaylo Andriluka; Paul Schnitzspan; Johannes Meyer; Stefan Kohlbrecher; Karen Petersen; Oskar von Stryk; Stefan Roth 001; Bernt Schiele (IROS, 2010)

Remember and transfer what you have learned - recognizing composite activities based on activity spotting. - Ulf Blanke; Bernt Schiele (ISWC, 2010)

Towards human motion capturing using gyroscopeless orientation estimation. - Ulf Blanke; Bernt Schiele (ISWC, 2010)

All for one or one for all? Combining heterogeneous features for activity spotting. - Ulf Blanke; Bernt Schiele; Matthias Kreil; Paul Lukowicz; Bernhard Sick; Thiemo Gruber (PerCom Workshops, 2010)

Dead reckoning from the pocket - An experimental study. - Ulrich Steinhoff; Bernt Schiele (PerCom, 2010)

A Semantic World Model for Urban Search and Rescue Based on Heterogeneous Sensors. - Johannes Meyer; Paul Schnitzspan; Stefan Kohlbrecher; Karen Petersen; Mykhaylo Andriluka; Oliver Schwahn; Uwe Klingauf; Stefan Roth 001; Bernt Schiele; Oskar von Stryk (RoboCup, 2010)

Coming to grips with the objects we grasp: detecting interactions with efficient wrist-worn sensors. - Eugen Berlin; Jun Liu 036; Kristof Van Laerhoven; Bernt Schiele (TEI, 2010)

Tutor-based learning of visual categories using different levels of supervision. - Mario Fritz; Geert-Jan M. Kruijff; Bernt Schiele (Comput. Vis. Image Underst., 2010)

Explicit Occlusion Reasoning for 3D Object Detection. - David Meger; Christian Wojek; James J. Little; Bernt Schiele (BMVC, 2011)

In Good Shape: Robust People Detection based on Appearance and Shape. - Leonid Pishchulin; Arjun Jain; Christian Wojek; Thorsten Thormählen; Bernt Schiele (BMVC, 2011)

Learning people detection models from few training samples. - Leonid Pishchulin; Arjun Jain; Christian Wojek; Mykhaylo Andriluka; Thorsten Thormählen; Bernt Schiele (CVPR, 2011)

Evaluating knowledge transfer and zero-shot learning in a large-scale setting. - Marcus Rohrbach; Michael Stark 003; Bernt Schiele (CVPR, 2011)

Monocular 3D scene understanding with explicit occlusion reasoning. - Christian Wojek; Stefan Walk; Stefan Roth 001; Bernt Schiele (CVPR, 2011)

Pick Your Neighborhood - Improving Labels and Neighborhood Structure for Label Propagation. - Sandra Ebert; Mario Fritz; Bernt Schiele (DAGM-Symposium, 2011)

Multi-target Tracking in Crowded Scenes. - Jie Yu; Dirk Farin; Bernt Schiele (DAGM-Symposium, 2011)

Revisiting 3D geometric models for accurate object shape and pose. - M. Zeeshan Zia; Michael Stark 003; Bernt Schiele; Konrad Schindler (ICCV Workshops, 2011)

South by South-East or Sitting at the Desk: Can Orientation be a Place? - Ulf Blanke; Robert Rehner; Bernt Schiele (ISWC, 2011)

Weakly Supervised Recognition of Daily Life Activities with Wearable Sensors. - Maja Stikic; Diane Larlus; Sandra Ebert; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Semi-Supervised Learning on a Budget: Scaling Up to Large Datasets. - Sandra Ebert; Mario Fritz; Bernt Schiele (ACCV (1), 2012)

Video Segmentation with Superpixels. - Fabio Galasso; Roberto Cipolla; Bernt Schiele (ACCV (1), 2012)

Fine-Grained Categorization for 3D Scene Understanding. - Michael Stark 003; Jonathan Krause; Bojan Pepik; David Meger; James J. Little; Bernt Schiele; Daphne Koller (BMVC, 2012)

RALF: A reinforced active learning formulation for object class recognition. - Sandra Ebert; Mario Fritz; Bernt Schiele (CVPR, 2012)

Teaching 3D geometry to deformable part models. - Bojan Pepik; Michael Stark 003; Peter V. Gehler; Bernt Schiele (CVPR, 2012)

Articulated people detection and pose estimation: Reshaping the future. - Leonid Pishchulin; Arjun Jain; Mykhaylo Andriluka; Thorsten Thormählen; Bernt Schiele (CVPR, 2012)

A database for fine grained activity detection of cooking activities. - Marcus Rohrbach; Sikandar Amin; Mykhaylo Andriluka; Bernt Schiele (CVPR, 2012)

Active Metric Learning for Object Recognition. - Sandra Ebert; Mario Fritz; Bernt Schiele (DAGM/OAGM Symposium, 2012)

3D2PM - 3D Deformable Part Models. - Bojan Pepik; Peter V. Gehler; Michael Stark 003; Bernt Schiele (ECCV (6), 2012)

Script Data for Attribute-Based Recognition of Composite Activities. - Marcus Rohrbach; Michaela Regneri; Mykhaylo Andriluka; Sikandar Amin; Manfred Pinkal; Bernt Schiele (ECCV (1), 2012)

3D Object Detection with Multiple Kinects. - Wandi Susanto; Marcus Rohrbach; Bernt Schiele (ECCV Workshops (2), 2012)

Discriminative Appearance Models for Pictorial Structures. - Mykhaylo Andriluka; Stefan Roth 001; Bernt Schiele (Int. J. Comput. Vis., 2012)

Pedestrian Detection: An Evaluation of the State of the Art. - Piotr Dollár; Christian Wojek; Bernt Schiele; Pietro Perona (IEEE Trans. Pattern Anal. Mach. Intell., 2012)

Keynote lecture 1: "Visual scene understanding - It's time to address it again". - Bernt Schiele (AVSS, 2013)

Multi-view Pictorial Structures for 3D Human Pose Estimation. - Sikandar Amin; Mykhaylo Andriluka; Marcus Rohrbach; Bernt Schiele (BMVC, 2013)

Occlusion Patterns for Object Class Detection. - Bojan Pepik; Michael Stark 003; Peter V. Gehler; Bernt Schiele (CVPR, 2013)

Poselet Conditioned Pictorial Structures. - Leonid Pishchulin; Mykhaylo Andriluka; Peter V. Gehler; Bernt Schiele (CVPR, 2013)

A Unified Video Segmentation Benchmark: Annotation, Metrics and Analysis. - Fabio Galasso; Naveen Shankar Nagaraja; Tatiana Jimenez Cardenas; Thomas Brox; Bernt Schiele (ICCV, 2013)

Strong Appearance and Expressive Spatial Models for Human Pose Estimation. - Leonid Pishchulin; Mykhaylo Andriluka; Peter V. Gehler; Bernt Schiele (ICCV, 2013)

Translating Video Content to Natural Language Descriptions. - Marcus Rohrbach; Wei Qiu; Ivan Titov 001; Stefan Thater; Manfred Pinkal; Bernt Schiele (ICCV, 2013)

Learning People Detectors for Tracking in Crowded Scenes. - Siyu Tang 001; Mykhaylo Andriluka; Anton Milan; Konrad Schindler; Stefan Roth 001; Bernt Schiele (ICCV, 2013)

Transfer Learning in a Transductive Setting. - Marcus Rohrbach; Sandra Ebert; Bernt Schiele (NIPS, 2013)

User independent, multi-modal spotting of subtle arm actions with minimal training data. - Gerald Bauer; Ulf Blanke; Paul Lukowicz; Bernt Schiele (PerCom Workshops, 2013)

Learning Using Privileged Information: SVM+ and Weighted SVM. - Maksim Lapin; Matthias Hein 001; Bernt Schiele (CoRR, 2013)

Monocular Visual Scene Understanding: Understanding Multi-Object Traffic Scenes. - Christian Wojek; Stefan Walk; Stefan Roth 001; Konrad Schindler; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Detailed 3D Representations for Object Recognition and Modeling. - M. Zeeshan Zia; Michael Stark 003; Bernt Schiele; Konrad Schindler (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Grounding Action Descriptions in Videos. - Michaela Regneri; Marcus Rohrbach; Dominikus Wetzel; Stefan Thater; Bernt Schiele; Manfred Pinkal (Trans. Assoc. Comput. Linguistics, 2013)

Where Next in Object Recognition and how much Supervision Do We Need? - Sandra Ebert; Bernt Schiele (Advanced Topics in Computer Vision, 2013)

How good are detection proposals, really?. - Jan Hendrik Hosang; Rodrigo Benenson; Bernt Schiele (BMVC, 2014)

2D Human Pose Estimation: New Benchmark and State of the Art Analysis. - Mykhaylo Andriluka; Leonid Pishchulin; Peter V. Gehler; Bernt Schiele (CVPR, 2014)

3D Pictorial Structures for Multiple Human Pose Estimation. - Vasileios Belagiannis; Sikandar Amin; Mykhaylo Andriluka; Bernt Schiele; Nassir Navab; Slobodan Ilic (CVPR, 2014)

Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation. - Fabio Galasso; Margret Keuper; Thomas Brox; Bernt Schiele (CVPR, 2014)

Scalable Multitask Representation Learning for Scene Classification. - Maksim Lapin; Bernt Schiele; Matthias Hein 001 (CVPR, 2014)

Learning Must-Link Constraints for Video Segmentation Based on Spectral Clustering. - Anna Khoreva; Fabio Galasso; Matthias Hein 001; Bernt Schiele (GCPR, 2014)

Fine-Grained Activity Recognition with Holistic and Pose Based Features. - Leonid Pishchulin; Mykhaylo Andriluka; Bernt Schiele (GCPR, 2014)

Coherent Multi-sentence Video Description with Variable Level of Detail. - Anna Rohrbach; Marcus Rohrbach; Wei Qiu; Annemarie Friedrich; Manfred Pinkal; Bernt Schiele (GCPR, 2014)

Multiple Human Pose Estimation with Temporally Consistent 3D Pictorial Structures. - Vasileios Belagiannis; Xinchao Wang; Bernt Schiele; Pascal Fua; Slobodan Ilic; Nassir Navab (ECCV Workshops (1), 2014)

Ten Years of Pedestrian Detection, What Have We Learned? - Rodrigo Benenson; Mohamed Omran; Jan Hendrik Hosang; Bernt Schiele (ECCV Workshops (2), 2014)

First International Workshop on Video Segmentation - Panel Discussion. - Thomas Brox; Fabio Galasso; Fuxin Li; James Matthew Rehg; Bernt Schiele (ECCV Workshops (4), 2014)

Zero-Shot Learning with Structured Embeddings. - Zeynep Akata; Honglak Lee; Bernt Schiele (CoRR, 2014)

Multi-View Priors for Learning Detectors from Sparse Viewpoint Data. - Bojan Pepik; Michael Stark 003; Peter V. Gehler; Bernt Schiele (ICLR (Poster), 2014)

Coherent Multi-Sentence Video Description with Variable Level of Detail. - Anna Senina; Marcus Rohrbach; Wei Qiu; Annemarie Friedrich; Sikandar Amin; Mykhaylo Andriluka; Manfred Pinkal; Bernt Schiele (CoRR, 2014)

A tutorial on human activity recognition using body-worn inertial sensors. - Andreas Bulling; Ulf Blanke; Bernt Schiele (ACM Comput. Surv., 2014)

Detection and Tracking of Occluded People. - Siyu Tang 001; Mykhaylo Andriluka; Bernt Schiele (Int. J. Comput. Vis., 2014)

Learning using privileged information: SV M+ and weighted SVM. - Maksim Lapin; Matthias Hein 001; Bernt Schiele (Neural Networks, 2014)

Antikollisionssystem PRORETA - Integrierte Lösung zur Vermeidung von Überholunfällen. - Rolf Isermann; Andree Hohm; Roman Mannale; Bernt Schiele; Ken Schmitt; Hermann Winner; Christian Wojek (Handbuch Fahrerassistenzsysteme, 2015)

Kamerabasierte Fußgängerdetektion. - Bernt Schiele; Christian Wojek (Handbuch Fahrerassistenzsysteme, 2015)

Evaluation of output embeddings for fine-grained image classification. - Zeynep Akata; Scott E. Reed; Daniel Walter; Honglak Lee; Bernt Schiele (CVPR, 2015)

Efficient ConvNet-based marker-less motion capture in general scenes with a low number of cameras. - Ahmed Elhayek; Edilson de Aguiar; Arjun Jain; Jonathan Tompson; Leonid Pishchulin; Mykhaylo Andriluka; Christoph Bregler; Bernt Schiele; Christian Theobalt (CVPR, 2015)

Taking a deeper look at pedestrians. - Jan Hendrik Hosang; Mohamed Omran; Rodrigo Benenson; Bernt Schiele (CVPR, 2015)

Classifier based graph construction for video segmentation. - Anna Khoreva; Fabio Galasso; Matthias Hein 001; Bernt Schiele (CVPR, 2015)

3D object class detection in the wild. - Bojan Pepik; Michael Stark 003; Peter V. Gehler; Tobias Ritschel 001; Bernt Schiele (CVPR Workshops, 2015)

A dataset for Movie Description. - Anna Rohrbach; Marcus Rohrbach; Niket Tandon; Bernt Schiele (CVPR, 2015)

Subgraph decomposition for multi-target tracking. - Siyu Tang 001; Bjoern Andres; Mykhaylo Andriluka; Bernt Schiele (CVPR, 2015)

Filtered channel features for pedestrian detection. - Shanshan Zhang 001; Rodrigo Benenson; Bernt Schiele (CVPR, 2015)

What Is Holding Back Convnets for Detection? - Bojan Pepik; Rodrigo Benenson; Tobias Ritschel 001; Bernt Schiele (GCPR, 2015)

The Long-Short Story of Movie Description. - Anna Rohrbach; Marcus Rohrbach; Bernt Schiele (GCPR, 2015)

Scalable Nonlinear Embeddings for Semantic Category-Based Image Retrieval. - Gaurav Sharma 004; Bernt Schiele (ICCV, 2015)

Efficient Output Kernel Learning for Multiple Tasks. - Pratik Jawanpuria; Maksim Lapin; Matthias Hein 001; Bernt Schiele (NIPS, 2015)

Top-k Multiclass SVM. - Maksim Lapin; Matthias Hein 001; Bernt Schiele (NIPS, 2015)

Multi-View and 3D Deformable Part Models. - Bojan Pepik; Michael Stark 003; Peter V. Gehler; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Detecting Surgical Tools by Modelling Local Appearance and Global Shape. - David Bouget; Rodrigo Benenson; Mohamed Omran; Laurent Riffaud; Bernt Schiele; Pierre Jannin (IEEE Trans. Medical Imaging, 2015)

Multi-cue Zero-Shot Learning with Strong Supervision. - Zeynep Akata; Mateusz Malinowski; Mario Fritz; Bernt Schiele (CVPR, 2016)

The Cityscapes Dataset for Semantic Urban Scene Understanding. - Marius Cordts; Mohamed Omran; Sebastian Ramos; Timo Rehfeld; Markus Enzweiler; Rodrigo Benenson; Uwe Franke; Stefan Roth 001; Bernt Schiele (CVPR, 2016)

Weakly Supervised Object Boundaries. - Anna Khoreva; Rodrigo Benenson; Mohamed Omran; Matthias Hein 001; Bernt Schiele (CVPR, 2016)

Loss Functions for Top-k Error: Analysis and Insights. - Maksim Lapin; Matthias Hein 001; Bernt Schiele (CVPR, 2016)

DeepCut: Joint Subset Partition and Labeling for Multi Person Pose Estimation. - Leonid Pishchulin; Eldar Insafutdinov; Siyu Tang 001; Bjoern Andres; Mykhaylo Andriluka; Peter V. Gehler; Bernt Schiele (CVPR, 2016)

Learning Deep Representations of Fine-Grained Visual Descriptions. - Scott E. Reed; Zeynep Akata; Honglak Lee; Bernt Schiele (CVPR, 2016)

Latent Embeddings for Zero-Shot Classification. - Yongqin Xian; Zeynep Akata; Gaurav Sharma 004; Quynh Nguyen 001; Matthias Hein 001; Bernt Schiele (CVPR, 2016)

How Far are We from Solving Pedestrian Detection? - Shanshan Zhang 001; Rodrigo Benenson; Mohamed Omran; Jan Hendrik Hosang; Bernt Schiele (CVPR, 2016)

A Convnet for Non-maximum Suppression. - Jan Hendrik Hosang; Rodrigo Benenson; Bernt Schiele (GCPR, 2016)

Generating Visual Explanations. - Lisa Anne Hendricks; Zeynep Akata; Marcus Rohrbach; Jeff Donahue; Bernt Schiele; Trevor Darrell (ECCV (4), 2016)

DeeperCut: A Deeper, Stronger, and Faster Multi-person Pose Estimation Model. - Eldar Insafutdinov; Leonid Pishchulin; Bjoern Andres; Mykhaylo Andriluka; Bernt Schiele (ECCV (6), 2016)

Improved Image Boundaries for Better Video Segmentation. - Anna Khoreva; Rodrigo Benenson; Fabio Galasso; Matthias Hein 001; Bernt Schiele (ECCV Workshops (3), 2016)

Faceless Person Recognition: Privacy Implications in Social Media. - Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele (ECCV (3), 2016)

Grounding of Textual Phrases in Images by Reconstruction. - Anna Rohrbach; Marcus Rohrbach; Ronghang Hu; Trevor Darrell; Bernt Schiele (ECCV (1), 2016)

Multi-person Tracking by Multicut and Deep Matching. - Siyu Tang 001; Bjoern Andres; Mykhaylo Andriluka; Bernt Schiele (ECCV Workshops (2), 2016)

Generative Adversarial Text to Image Synthesis. - Scott E. Reed; Zeynep Akata; Xinchen Yan; Lajanugen Logeswaran; Bernt Schiele; Honglak Lee (ICML, 2016)

I-Pic: A Platform for Privacy-Compliant Image Capture. - Paarijaat Aditya; Rijurekha Sen; Peter Druschel; Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele; Bobby Bhattacharjee; Tong Tong Wu (MobiSys, 2016)

Demo: I-Pic: A Platform for Privacy-Compliant Image Capture. - Paarijaat Aditya; Rijurekha Sen; Peter Druschel; Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele; Bobby Bhattacharjee; Tong Tong Wu (MobiSys (Companion Volume), 2016)

Learning What and Where to Draw. - Scott E. Reed; Zeynep Akata; Santosh Mohan; Samuel Tenka; Bernt Schiele; Honglak Lee (NIPS, 2016)

Long-Term Image Boundary Extrapolation. - Apratim Bhattacharyya; Mateusz Malinowski; Bernt Schiele; Mario Fritz (CoRR, 2016)

Articulated Multi-person Tracking in the Wild. - Eldar Insafutdinov; Mykhaylo Andriluka; Leonid Pishchulin; Siyu Tang 001; Evgeny Levinkov; Bjoern Andres; Bernt Schiele (CoRR, 2016)

A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects. - Margret Keuper; Siyu Tang 001; Zhongjie Yu 001; Bjoern Andres; Thomas Brox; Bernt Schiele (CoRR, 2016)

Weakly Supervised Semantic Labelling and Instance Segmentation. - Anna Khoreva; Rodrigo Benenson; Jan Hendrik Hosang; Matthias Hein 001; Bernt Schiele (CoRR, 2016)

Attentive Explanations: Justifying Decisions and Pointing to the Evidence. - Dong Huk Park; Lisa Anne Hendricks; Zeynep Akata; Bernt Schiele; Trevor Darrell; Marcus Rohrbach (CoRR, 2016)

Recognizing Fine-Grained and Composite Activities Using Hand-Centric Features and Script Data. - Marcus Rohrbach; Anna Rohrbach; Michaela Regneri; Sikandar Amin; Mykhaylo Andriluka; Manfred Pinkal; Bernt Schiele (Int. J. Comput. Vis., 2016)

3D Pictorial Structures Revisited: Multiple Human Pose Estimation. - Vasileios Belagiannis; Sikandar Amin; Mykhaylo Andriluka; Bernt Schiele; Nassir Navab; Slobodan Ilic (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

What Makes for Effective Detection Proposals? - Jan Hendrik Hosang; Rodrigo Benenson; Piotr Dollár; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

EgoCap: egocentric marker-less motion capture with two fisheye cameras. - Helge Rhodin; Christian Richardt; Dan Casas; Eldar Insafutdinov; Mohammad Shafiei; Hans-Peter Seidel; Bernt Schiele; Christian Theobalt (ACM Trans. Graph., 2016)

Visual Object Class Recognition. - Michael Stark 003; Bernt Schiele; Ales Leonardis (Springer Handbook of Robotics, 2nd Ed., 2016)

ArtTrack: Articulated Multi-Person Tracking in the Wild. - Eldar Insafutdinov; Mykhaylo Andriluka; Leonid Pishchulin; Siyu Tang 001; Evgeny Levinkov; Bjoern Andres; Bernt Schiele (CVPR, 2017)

Gaze Embeddings for Zero-Shot Image Classification. - Nour Karessli; Zeynep Akata; Bernt Schiele; Andreas Bulling (CVPR, 2017)

Simple Does It: Weakly Supervised Instance and Semantic Segmentation. - Anna Khoreva; Rodrigo Benenson; Jan Hendrik Hosang; Matthias Hein 001; Bernt Schiele (CVPR, 2017)

Joint Graph Decomposition & Node Labeling: Problem, Algorithms, Applications. - Evgeny Levinkov; Jonas Uhrig; Siyu Tang 001; Mohamed Omran; Eldar Insafutdinov; Alexander Kirillov; Carsten Rother; Thomas Brox; Bernt Schiele; Bjoern Andres (CVPR, 2017)

Exploiting Saliency for Object Segmentation from Image Level Labels. - Seong Joon Oh; Rodrigo Benenson; Anna Khoreva; Zeynep Akata; Mario Fritz; Bernt Schiele (CVPR, 2017)

Learning Video Object Segmentation from Static Images. - Federico Perazzi; Anna Khoreva; Rodrigo Benenson; Bernt Schiele; Alexander Sorkine-Hornung (CVPR, 2017)

Generating Descriptions with Grounded and Co-referenced People. - Anna Rohrbach; Marcus Rohrbach; Siyu Tang 001; Seong Joon Oh; Bernt Schiele (CVPR, 2017)

A Domain Based Approach to Social Relation Recognition. - Qianru Sun; Bernt Schiele; Mario Fritz (CVPR, 2017)

Multiple People Tracking by Lifted Multicut and Person Re-identification. - Siyu Tang 001; Mykhaylo Andriluka; Bjoern Andres; Bernt Schiele (CVPR, 2017)

Zero-Shot Learning - The Good, the Bad and the Ugly. - Yongqin Xian; Bernt Schiele; Zeynep Akata (CVPR, 2017)

CityPersons: A Diverse Dataset for Pedestrian Detection. - Shanshan Zhang 001; Rodrigo Benenson; Bernt Schiele (CVPR, 2017)

Learning Non-maximum Suppression. - Jan Hendrik Hosang; Rodrigo Benenson; Bernt Schiele (CVPR, 2017)

Learning Dilation Factors for Semantic Segmentation of Street Scenes. - Yang He 005; Margret Keuper; Bernt Schiele; Mario Fritz (GCPR, 2017)

Adversarial Image Perturbation for Privacy Protection A Game Theory Perspective. - Seong Joon Oh; Mario Fritz; Bernt Schiele (ICCV, 2017)

Towards a Visual Privacy Advisor: Understanding and Predicting Privacy Risks in Images. - Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz (ICCV, 2017)

Speaking the Same Language: Matching Machine to Human Captions by Adversarial Training. - Rakshith Shetty; Marcus Rohrbach; Lisa Anne Hendricks; Mario Fritz; Bernt Schiele (ICCV, 2017)

Pose Guided Person Image Generation. - Liqian Ma; Xu Jia 012; Qianru Sun; Bernt Schiele; Tinne Tuytelaars; Luc Van Gool (NIPS, 2017)

Lucid Data Dreaming for Object Tracking. - Anna Khoreva; Rodrigo Benenson; Eddy Ilg; Thomas Brox; Bernt Schiele (CoRR, 2017)

EgoCap: Egocentric Marker-less Motion Capture with Two Fisheye Cameras (Extended Abstract). - Helge Rhodin; Christian Richardt; Dan Casas; Eldar Insafutdinov; Mohammad Shafiei; Hans-Peter Seidel; Bernt Schiele; Christian Theobalt (CoRR, 2017)

Person Recognition in Social Media Photos. - Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele (CoRR, 2017)

Whitening Black-Box Neural Networks. - Seong Joon Oh; Max Augustin; Bernt Schiele; Mario Fritz (CoRR, 2017)

A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation. - Rakshith Shetty; Bernt Schiele; Mario Fritz (CoRR, 2017)

Attentive Explanations: Justifying Decisions and Pointing to the Evidence (Extended Abstract). - Dong Huk Park; Lisa Anne Hendricks; Zeynep Akata; Anna Rohrbach; Bernt Schiele; Trevor Darrell; Marcus Rohrbach (CoRR, 2017)

Movie Description. - Anna Rohrbach; Atousa Torabi; Marcus Rohrbach; Niket Tandon; Christopher Joseph Pal; Hugo Larochelle; Aaron C. Courville; Bernt Schiele (Int. J. Comput. Vis., 2017)

MARCOnI - ConvNet-Based MARker-Less Motion Capture in Outdoor and Indoor Scenes. - Ahmed Elhayek; Edilson de Aguiar; Arjun Jain; Jonathan Tompson; Leonid Pishchulin; Mykhaylo Andriluka; Christoph Bregler; Bernt Schiele; Christian Theobalt (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Building statistical shape spaces for 3D human modeling. - Leonid Pishchulin; Stefanie Wuhrer; Thomas Helten; Christian Theobalt; Bernt Schiele (Pattern Recognit., 2017)

Neural Body Fitting: Unifying Deep Learning and Model Based Human Pose and Shape Estimation. - Mohamed Omran; Christoph Lassner; Gerard Pons-Moll; Peter V. Gehler; Bernt Schiele (3DV, 2018)

Long-Term Image Boundary Prediction. - Apratim Bhattacharyya; Mateusz Malinowski; Bernt Schiele; Mario Fritz (AAAI, 2018)

Video Object Segmentation with Language Referring Expressions. - Anna Khoreva; Anna Rohrbach; Bernt Schiele (ACCV (4), 2018)

NightOwls: A Pedestrians at Night Dataset. - Lukás Neumann; Michelle Karg; Shanshan Zhang 001; Christian Scharfenberger; Eric Piegert; Sarah Mistr; Olga Prokofyeva; Robert Thiel; Andrea Vedaldi; Andrew Zisserman; Bernt Schiele (ACCV (1), 2018)

PoseTrack: A Benchmark for Human Pose Estimation and Tracking. - Mykhaylo Andriluka; Umar Iqbal 001; Eldar Insafutdinov; Leonid Pishchulin; Anton Milan; Juergen Gall; Bernt Schiele (CVPR, 2018)

Long-Term On-Board Prediction of People in Traffic Scenes Under Uncertainty. - Apratim Bhattacharyya; Mario Fritz; Bernt Schiele (CVPR, 2018)

Accurate and Diverse Sampling of Sequences Based on a "Best of Many" Sample Objective. - Apratim Bhattacharyya; Bernt Schiele; Mario Fritz (CVPR, 2018)

Learning to Refine Human Pose Estimation. - Mihai Fieraru; Anna Khoreva; Leonid Pishchulin; Bernt Schiele (CVPR Workshops, 2018)

Disentangled Person Image Generation. - Liqian Ma; Qianru Sun; Stamatios Georgoulis; Luc Van Gool; Bernt Schiele; Mario Fritz (CVPR, 2018)

Connecting Pixels to Privacy and Utility: Automatic Redaction of Private Information in Images. - Tribhuvanesh Orekondy; Mario Fritz; Bernt Schiele (CVPR, 2018)

Multimodal Explanations: Justifying Decisions and Pointing to the Evidence. - Dong Huk Park; Lisa Anne Hendricks; Zeynep Akata; Anna Rohrbach; Bernt Schiele; Trevor Darrell; Marcus Rohrbach (CVPR, 2018)

Natural and Effective Obfuscation by Head Inpainting. - Qianru Sun; Liqian Ma; Seong Joon Oh; Luc Van Gool; Bernt Schiele; Mario Fritz (CVPR, 2018)

Feature Generating Networks for Zero-Shot Learning. - Yongqin Xian; Tobias Lorenz 002; Bernt Schiele; Zeynep Akata (CVPR, 2018)

Occluded Pedestrian Detection Through Guided Attention in CNNs. - Shanshan Zhang 001; Jian Yang 003; Bernt Schiele (CVPR, 2018)

Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes. - Yang He 005; Bernt Schiele; Mario Fritz (ECCV (16), 2018)

Video Object Segmentation with Referring Expressions. - Anna Khoreva; Anna Rohrbach; Bernt Schiele (ECCV Workshops (4), 2018)

A Hybrid Model for Identity Obfuscation by Face Replacement. - Qianru Sun; Ayush Tewari; Weipeng Xu; Mario Fritz; Christian Theobalt; Bernt Schiele (ECCV (1), 2018)

Towards Reverse-Engineering Black-Box Neural Networks. - Seong Joon Oh; Max Augustin; Mario Fritz; Bernt Schiele (ICLR (Poster), 2018)

A vision-grounded dataset for predicting typical locations for verbs. - Nelson Mukuze; Anna Rohrbach; Vera Demberg; Bernt Schiele (LREC, 2018)

Adversarial Scene Editing: Automatic Object Removal from Weak Supervision. - Rakshith Shetty; Mario Fritz; Bernt Schiele (NeurIPS, 2018)

A4NT: Author Attribute Anonymity by Adversarial Training of Neural Machine Translation. - Rakshith Shetty; Bernt Schiele; Mario Fritz (USENIX Security Symposium, 2018)

Understanding and Controlling User Linkability in Decentralized Learning. - Tribhuvanesh Orekondy; Seong Joon Oh; Bernt Schiele; Mario Fritz (CoRR, 2018)

Parameter-Free Spatial Attention Network for Person Re-Identification. - Haoran Wang 008; Yue Fan; Zexin Wang 003; Licheng Jiao; Bernt Schiele (CoRR, 2018)

Analysis and Optimization of Loss Functions for Multiclass, Top-k, and Multilabel Classification. - Maksim Lapin; Matthias Hein 001; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Towards Reaching Human Performance in Pedestrian Detection. - Shanshan Zhang 001; Rodrigo Benenson; Mohamed Omran; Jan Hendrik Hosang; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Time-Conditioned Action Anticipation in One Shot. - Qiuhong Ke; Mario Fritz; Bernt Schiele (CVPR, 2019)

Knockoff Nets: Stealing Functionality of Black-Box Models. - Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz (CVPR, 2019)

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 (CVPR, 2019)

Disentangling Adversarial Robustness and Generalization. - David Stutz; Matthias Hein 001; Bernt Schiele (CVPR, 2019)

Meta-Transfer Learning for Few-Shot Learning. - Qianru Sun; Yaoyao Liu 001; Tat-Seng Chua; Bernt Schiele (CVPR, 2019)

Semantic Projection Network for Zero- and Few-Label Semantic Segmentation. - Yongqin Xian; Subhabrata Choudhury; Yang He 005; Bernt Schiele; Zeynep Akata (CVPR, 2019)

F-VAEGAN-D2: A Feature Generating Framework for Any-Shot Learning. - Yongqin Xian; Saurabh Sharma; Bernt Schiele; Zeynep Akata (CVPR, 2019)

Bayesian Prediction of Future Street Scenes using Synthetic Likelihoods. - Apratim Bhattacharyya; Mario Fritz; Bernt Schiele (ICLR (Poster), 2019)

Learning to Self-Train for Semi-Supervised Few-Shot Classification. - Xinzhe Li; Qianru Sun; Yaoyao Liu 001; Qin Zhou; Shibao Zheng; Tat-Seng Chua; Bernt Schiele (NeurIPS, 2019)

LCC: Learning to Customize and Combine Neural Networks for Few-Shot Learning. - Yaoyao Liu 001; Qianru Sun; An-An Liu; Yuting Su 001; Bernt Schiele; Tat-Seng Chua (CoRR, 2019)

A Novel BiLevel Paradigm for Image-to-Image Translation. - Liqian Ma; Qianru Sun; Bernt Schiele; Luc Van Gool (CoRR, 2019)

Learning to Self-Train for Semi-Supervised Few-Shot Classification. - Qianru Sun; Xinzhe Li; Yaoyao Liu 001; Shibao Zheng; Tat-Seng Chua; Bernt Schiele (CoRR, 2019)

Prediction Poisoning: Utility-Constrained Defenses Against Model Stealing Attacks. - Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz (CoRR, 2019)

Interpretability Beyond Classification Output: Semantic Bottleneck Networks. - Max Maria Losch; Mario Fritz; Bernt Schiele (CoRR, 2019)

Conditional Flow Variational Autoencoders for Structured Sequence Prediction. - Apratim Bhattacharyya; Michael Hanselmann; Mario Fritz; Bernt Schiele; Christoph-Nikolas Straehle (CoRR, 2019)

"Best-of-Many-Samples" Distribution Matching. - Apratim Bhattacharyya; Mario Fritz; Bernt Schiele (CoRR, 2019)

Confidence-Calibrated Adversarial Training: Towards Robust Models Generalizing Beyond the Attack Used During Training. - David Stutz; Matthias Hein 001; Bernt Schiele (CoRR, 2019)

Lucid Data Dreaming for Video Object Segmentation. - Anna Khoreva; Rodrigo Benenson; Eddy Ilg; Thomas Brox; Bernt Schiele (Int. J. Comput. Vis., 2019)

Zero-Shot Learning - A Comprehensive Evaluation of the Good, the Bad and the Ugly. - Yongqin Xian; Christoph H. Lampert; Bernt Schiele; Zeynep Akata (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Towards Reverse-Engineering Black-Box Neural Networks. - Seong Joon Oh; Bernt Schiele; Mario Fritz (Explainable AI, 2019)

Hierarchical Online Instance Matching for Person Search. - Di Chen; Shanshan Zhang 001; Wanli Ouyang; Jian Yang 003; Bernt Schiele (AAAI, 2020)

Diverse and Relevant Visual Storytelling with Scene Graph Embeddings. - Xudong Hong 002; Rakshith Shetty; Asad B. Sayeed; Khushboo Mehra; Vera Demberg; Bernt Schiele (CoNLL, 2020)

Normalizing Flows With Multi-Scale Autoregressive Priors. - Apratim Bhattacharyya; Shweta Mahajan; Mario Fritz; Bernt Schiele; Stefan Roth 001 (CVPR, 2020)

Norm-Aware Embedding for Efficient Person Search. - Di Chen; Shanshan Zhang 001; Jian Yang 003; Bernt Schiele (CVPR, 2020)

Mnemonics Training: Multi-Class Incremental Learning Without Forgetting. - Yaoyao Liu 001; Yuting Su 001; An-An Liu; Bernt Schiele; Qianru Sun (CVPR, 2020)

A U-Net Based Discriminator for Generative Adversarial Networks. - Edgar Schönfeld; Bernt Schiele; Anna Khoreva (CVPR, 2020)

Haar Wavelet Based Block Autoregressive Flows for Trajectories. - Apratim Bhattacharyya; Christoph-Nikolas Straehle; Mario Fritz; Bernt Schiele (GCPR, 2020)

Analyzing the Dependency of ConvNets on Spatial Information. - Yue Fan; Yongqin Xian; Max Maria Losch; Bernt Schiele (GCPR, 2020)

Long-Term Anticipation of Activities with Cycle Consistency. - Yazan Abu Farha; Qiuhong Ke; Bernt Schiele; Juergen Gall (GCPR, 2020)

Long-Tailed Recognition Using Class-Balanced Experts. - Saurabh Sharma; Ning Yu 006; Mario Fritz; Bernt Schiele (GCPR, 2020)

Kinematic 3D Object Detection in Monocular Video. - Garrick Brazil; Gerard Pons-Moll; Xiaoming Liu 002; Bernt Schiele (ECCV (23), 2020)

Segmentations-Leak: Membership Inference Attacks and Defenses in Semantic Image Segmentation. - Yang He 005; Shadi Rahimian; Bernt Schiele; Mario Fritz (ECCV (23), 2020)

Synthetic Convolutional Features for Improved Semantic Segmentation. - Yang He 005; Bernt Schiele; Mario Fritz (ECCV Workshops (4), 2020)

An Ensemble of Epoch-Wise Empirical Bayes for Few-Shot Learning. - Yaoyao Liu 001; Bernt Schiele; Qianru Sun (ECCV (16), 2020)

Adversarial Training Against Location-Optimized Adversarial Patches. - Sukrut Rao; David Stutz; Bernt Schiele (ECCV Workshops (5), 2020)

Towards Automated Testing and Robustification by Semantic Adversarial Data Generation. - Rakshith Shetty; Mario Fritz; Bernt Schiele (ECCV (2), 2020)

3D Noise and Adversarial Supervision Is All You Need for Multi-modal Semantic Image Synthesis. - Vadim Sushko; Edgar Schönfeld; Dan Zhang 003; Jürgen Gall; Bernt Schiele; Anna Khoreva (ECCV Workshops (6), 2020)

Generalized Many-Way Few-Shot Video Classification. - Yongqin Xian; Bruno Korbar; Matthijs Douze; Bernt Schiele; Zeynep Akata; Lorenzo Torresani (ECCV Workshops (6), 2020)

Prediction Poisoning: Towards Defenses Against DNN Model Stealing Attacks. - Tribhuvanesh Orekondy; Bernt Schiele; Mario Fritz (ICLR, 2020)

Confidence-Calibrated Adversarial Training: Generalizing to Unseen Attacks. - David Stutz; Matthias Hein 001; Bernt Schiele (ICML, 2020)

Deep Wiener Deconvolution: Wiener Meets Deep Learning for Image Deblurring. - Jiangxin Dong; Stefan Roth 001; Bernt Schiele (NeurIPS, 2020)

Attribute Prototype Network for Zero-Shot Learning. - Wenjia Xu; Yongqin Xian; Jiuniu Wang; Bernt Schiele; Zeynep Akata (NeurIPS, 2020)

On Mitigating Random and Adversarial Bit Errors. - David Stutz; Nandhini Chandramoorthy; Matthias Hein 001; Bernt Schiele (CoRR, 2020)

Meta-Aggregating Networks for Class-Incremental Learning. - Yaoyao Liu 001; Bernt Schiele; Qianru Sun (CoRR, 2020)

PoseTrackReID: Dataset Description. - Andreas Doering; Di Chen; Shanshan Zhang 001; Bernt Schiele; Juergen Gall (CoRR, 2020)

Motion Segmentation & Multiple Object Tracking by Correlation Co-Clustering. - Margret Keuper; Siyu Tang 001; Bjoern Andres; Thomas Brox; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Person Recognition in Personal Photo Collections. - Seong Joon Oh; Rodrigo Benenson; Mario Fritz; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Learning Decision Trees Recurrently Through Communication. - Stephan Alaniz; Diego Marcos; Bernt Schiele; Zeynep Akata (CVPR, 2021)

Euro-PVI: Pedestrian Vehicle Interactions in Dense Urban Centers. - Apratim Bhattacharyya; Daniel Olmeda Reino; Mario Fritz; Bernt Schiele (CVPR, 2021)

Convolutional Dynamic Alignment Networks for Interpretable Classifications. - Moritz Böhle; Mario Fritz; Bernt Schiele (CVPR, 2021)

Learning Spatially-Variant MAP Models for Non-Blind Image Deblurring. - Jiangxin Dong; Stefan Roth 001; Bernt Schiele (CVPR, 2021)

Adaptive Aggregation Networks for Class-Incremental Learning. - Yaoyao Liu 001; Bernt Schiele; Qianru Sun (CVPR, 2021)

(SP)2Net for Generalized Zero-Label Semantic Segmentation. - Anurag Das; Yongqin Xian; Yang He 005; Bernt Schiele; Zeynep Akata (GCPR, 2021)

Revisiting Consistency Regularization for Semi-supervised Learning. - Yue Fan; Anna Kukleva; Bernt Schiele (GCPR, 2021)

Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting. - Anna Kukleva; Hilde Kuehne; Bernt Schiele (ICCV, 2021)

Seeking Similarities over Differences: Similarity-based Domain Alignment for Adaptive Object Detection. - Farzaneh Rezaeianaran; Rakshith Shetty; Rahaf Aljundi; Daniel Olmeda Reino; Shanshan Zhang 001; Bernt Schiele (ICCV, 2021)

Relating Adversarially Robust Generalization to Flat Minima. - David Stutz; Matthias Hein 001; Bernt Schiele (ICCV, 2021)

You Only Need Adversarial Supervision for Semantic Image Synthesis. - Edgar Schönfeld; Vadim Sushko; Dan Zhang 003; Juergen Gall; Bernt Schiele; Anna Khoreva (ICLR, 2021)

Bit Error Robustness for Energy-Efficient DNN Accelerators. - David Stutz; Nandhini Chandramoorthy; Matthias Hein 001; Bernt Schiele (MLSys, 2021)

RMM: Reinforced Memory Management for Class-Incremental Learning. - Yaoyao Liu 001; Bernt Schiele; Qianru Sun (NeurIPS, 2021)

Future Moment Assessment for Action Query. - Qiuhong Ke; Mario Fritz; Bernt Schiele (WACV, 2021)

Adjoint Rigid Transform Network: Self-supervised Alignment of 3D Shapes. - Keyang Zhou; Bharat Lal Bhatnagar; Bernt Schiele; Gerard Pons-Moll (CoRR, 2021)

CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning. - Yue Fan; Dengxin Dai; Bernt Schiele (CoRR, 2021)

Learning to teach and learn for semi-supervised few-shot image classification. - Xinzhe Li; Jianqiang Huang; Yaoyao Liu 001; Qin Zhou; Shibao Zheng; Bernt Schiele; Qianru Sun (Comput. Vis. Image Underst., 2021)

Norm-Aware Embedding for Efficient Person Search and Tracking. - Di Chen; Shanshan Zhang 001; Jian Yang 003; Bernt Schiele (Int. J. Comput. Vis., 2021)

Guest Editorial: Special Issue on "Computer Vision for All Seasons: Adverse Weather and Lighting Conditions". - Dengxin Dai; Robby T. Tan; Vishal Patel 001; Jiri Matas; Bernt Schiele; Luc Van Gool (Int. J. Comput. Vis., 2021)

Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep Representations. - Max Maria Losch; Mario Fritz; Bernt Schiele (Int. J. Comput. Vis., 2021)

Guided Attention in CNNs for Occluded Pedestrian Detection and Re-identification. - Shanshan Zhang 001; Di Chen; Jian Yang 003; Bernt Schiele (Int. J. Comput. Vis., 2021)

MoCapDeform: Monocular 3D Human Motion Capture in Deformable Scenes. - Zhi Li 055; Soshi Shimada; Bernt Schiele; Christian Theobalt; Vladislav Golyanik (3DV, 2022)

Any-Shot GIN: Generalizing Implicit Networks for Reconstructing Novel Classes. - Yongqin Xian; Julian Chibane; Bharat Lal Bhatnagar; Bernt Schiele; Zeynep Akata; Gerard Pons-Moll (3DV, 2022)

Adjoint Rigid Transform Network: Task-conditioned Alignment of 3D Shapes. - Keyang Zhou; Bharat Lal Bhatnagar; Bernt Schiele; Gerard Pons-Moll (3DV, 2022)

Keypoint Message Passing for Video-Based Person Re-identification. - Di Chen; Andreas Doering; Shanshan Zhang 001; Jian Yang 003; Juergen Gall; Bernt Schiele (AAAI, 2022)

B-cos Networks: Alignment is All We Need for Interpretability. - Moritz Böhle; Mario Fritz; Bernt Schiele (CVPR, 2022)

PoseTrack21: A Dataset for Person Search, Multi-Object Tracking and Multi-Person Pose Tracking. - Andreas Doering; Di Chen; Shanshan Zhang 001; Bernt Schiele; Juergen Gall (CVPR, 2022)

CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning. - Yue Fan; Dengxin Dai; Anna Kukleva; Bernt Schiele (CVPR, 2022)

Bi-level Alignment for Cross-Domain Crowd Counting. - Shenjian Gong; Shanshan Zhang 001; Jian Yang 003; Dengxin Dai; Bernt Schiele (CVPR, 2022)

Towards Better Understanding Attribution Methods. - Sukrut Rao; Moritz Böhle; Bernt Schiele (CVPR, 2022)

SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation. - Tao Sun 019; Mattia Segù; Janis Postels; Yuxuan Wang; Luc Van Gool; Bernt Schiele; Federico Tombari; Fisher Yu 001 (CVPR, 2022)

Omni-DETR: Omni-Supervised Object Detection with Transformers. - Pei Wang; Zhaowei Cai; Hao Yang 043; Gurumurthy Swaminathan; Nuno Vasconcelos; Bernt Schiele; Stefano Soatto (CVPR, 2022)

RBGNet: Ray-based Grouping for 3D Object Detection. - Haiyang Wang; Shaoshuai Shi; Ze Yang 003; Rongyao Fang; Qi Qian 001; Hongsheng Li 001; Bernt Schiele; Liwei Wang 001 (CVPR, 2022)

VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning. - Wenjia Xu; Yongqin Xian; Jiuniu Wang; Bernt Schiele; Zeynep Akata (CVPR, 2022)

A Unified Query-based Paradigm for Point Cloud Understanding. - Zetong Yang; Li Jiang 009; Yanan Sun 005; Bernt Schiele; Jiaya Jia (CVPR, 2022)

Leveraging Self-Supervised Training for Unintentional Action Recognition. - Enea Duka; Anna Kukleva; Bernt Schiele (ECCV Workshops (4), 2022)

Class-Agnostic Object Counting Robust to Intraclass Diversity. - Shenjian Gong; Shanshan Zhang 001; Jian Yang 003; Dengxin Dai; Bernt Schiele (ECCV (33), 2022)

Improving Robustness by Enhancing Weak Subnets. - Yong Guo; David Stutz; Bernt Schiele (ECCV (24), 2022)

Motion Transformer with Global Intention Localization and Local Movement Refinement. - Shaoshuai Shi; Li Jiang 009; Dengxin Dai; Bernt Schiele (NeurIPS, 2022)

USB: A Unified Semi-supervised Learning Benchmark for Classification. - Yidong Wang; Hao Chen 102; Yue Fan; Wang Sun; Ran Tao 013; Wenxin Hou; Renjie Wang; Linyi Yang; Zhi Zhou 007; Lan-Zhe Guo; Heli Qi; Zhen Wu 002; et al. (NeurIPS, 2022)

Assaying Out-Of-Distribution Generalization in Transfer Learning. - Florian Wenzel; Andrea Dittadi; Peter V. Gehler; Carl-Johann Simon-Gabriel; Max Horn; Dominik Zietlow; David Kernert; Chris Russell 001; Thomas Brox; Bernt Schiele; Bernhard Schölkopf; Francesco Locatello (NeurIPS, 2022)

Improving Corruption and Adversarial Robustness by Enhancing Weak Subnets. - Yong Guo; David Stutz; Bernt Schiele (CoRR, 2022)

On Fragile Features and Batch Normalization in Adversarial Training. - Nils Philipp Walter; David Stutz; Bernt Schiele (CoRR, 2022)

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. - Yidong Wang; Hao Chen 102; Qiang Heng; Wenxin Hou; Yue Fan; Zhen Wu 002; Marios Savvides; Takahiro Shinozaki; Bhiksha Raj; Bernt Schiele (CoRR, 2022)

USB: A Unified Semi-supervised Learning Benchmark. - Yidong Wang; Hao Chen 102; Yue Fan; Wang Sun; Ran Tao 013; Wenxin Hou; Renjie Wang; Linyi Yang; Zhi Zhou 007; Lan-Zhe Guo; Heli Qi; Zhen Wu 002; et al. (CoRR, 2022)

ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers. - Achin Jain; Kibok Lee 003; Gurumurthy Swaminathan; Hao Yang 043; Bernt Schiele; Avinash Ravichandran; Onkar Dabeer (CoRR, 2022)

MTR-A: 1st Place Solution for 2022 Waymo Open Dataset Challenge - Motion Prediction. - Shaoshuai Shi; Li Jiang 009; Dengxin Dai; Bernt Schiele (CoRR, 2022)

Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts. - Qi Fan; Mattia Segù; Yu-Wing Tai; Fisher Yu 001; Chi-Keung Tang; Bernt Schiele; Dengxin Dai (CoRR, 2022)

OASIS: Only Adversarial Supervision for Semantic Image Synthesis. - Vadim Sushko; Edgar Schönfeld; Dan Zhang 003; Juergen Gall; Bernt Schiele; Anna Khoreva (Int. J. Comput. Vis., 2022)

Attribute Prototype Network for Any-Shot Learning. - Wenjia Xu; Yongqin Xian; Jiuniu Wang; Bernt Schiele; Zeynep Akata (Int. J. Comput. Vis., 2022)

DWDN: Deep Wiener Deconvolution Network for Non-Blind Image Deblurring. - Jiangxin Dong; Stefan Roth 001; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Meta-Transfer Learning Through Hard Tasks. - Qianru Sun; Yaoyao Liu 001; Zhaozheng Chen; Tat-Seng Chua; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Generalized Few-Shot Video Classification With Video Retrieval and Feature Generation. - Yongqin Xian; Bruno Korbar; Matthijs Douze; Lorenzo Torresani; Bernt Schiele; Zeynep Akata (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Online Hyperparameter Optimization for Class-Incremental Learning. - Yaoyao Liu 001; Yingying Li; Bernt Schiele; Qianru Sun (AAAI, 2023)

Continual Detection Transformer for Incremental Object Detection. - Yaoyao Liu 001; Bernt Schiele; Andrea Vedaldi; Christian Rupprecht 001 (CVPR, 2023)

Weakly-Supervised Domain Adaptive Semantic Segmentation with Prototypical Contrastive Learning. - Anurag Das; Yongqin Xian; Dengxin Dai; Bernt Schiele (CVPR, 2023)

HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation. - Jian Ding 001; Nan Xue 001; Gui-Song Xia; Bernt Schiele; Dengxin Dai (CVPR, 2023)

Improving Robustness of Vision Transformers by Reducing Sensitivity to Patch Corruptions. - Yong Guo; David Stutz; Bernt Schiele (CVPR, 2023)

A Meta-Learning Approach to Predicting Performance and Data Requirements. - Achin Jain; Gurumurthy Swaminathan; Paolo Favaro; Hao Yang 043; Avinash Ravichandran; Hrayr Harutyunyan; Alessandro Achille; Onkar Dabeer; Bernt Schiele; Ashwin Swaminathan; Stefano Soatto (CVPR, 2023)

Self-Supervised Pre-Training with Masked Shape Prediction for 3D Scene Understanding. - Li Jiang 009; Zetong Yang; Shaoshuai Shi; Vladislav Golyanik; Dengxin Dai; Bernt Schiele (CVPR, 2023)

Class-Incremental Exemplar Compression for Class-Incremental Learning. - Zilin Luo; Yaoyao Liu 001; Bernt Schiele; Qianru Sun (CVPR, 2023)

Discovering Class-Specific GAN Controls for Semantic Image Synthesis. - Edgar Schönfeld; Julio Borges; Vadim Sushko; Bernt Schiele; Anna Khoreva (CVPR Workshops, 2023)

DSVT: Dynamic Sparse Voxel Transformer with Rotated Sets. - Haiyang Wang; Chen Shi 001; Shaoshuai Shi; Meng Lei; Sen Wang; Di He 001; Bernt Schiele; Liwei Wang 001 (CVPR, 2023)

Certified Robust Models with Slack Control and Large Lipschitz Constants. - Max Maria Losch; David Stutz; Bernt Schiele; Mario Fritz (DAGM, 2023)

Unsupervised Open-Vocabulary Object Localization in Videos. - Ke Fan; Zechen Bai; Tianjun Xiao; Dominik Zietlow; Max Horn; Zixu Zhao; Carl-Johann Simon-Gabriel; Mike Zheng Shou; Francesco Locatello; Bernt Schiele; Thomas Brox; Zheng Zhang 001; et al. (ICCV, 2023)

SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning. - Yue Fan; Anna Kukleva; Dengxin Dai; Bernt Schiele (ICCV, 2023)

Robustifying Token Attention for Vision Transformers. - Yong Guo; David Stutz; Bernt Schiele (ICCV, 2023)

Studying How to Efficiently and Effectively Guide Models with Explanations. - Sukrut Rao; Moritz Böhle; Amin Parchami-Araghi; Bernt Schiele (ICCV, 2023)

DARTH: Holistic Test-time Adaptation for Multiple Object Tracking. - Mattia Segù; Bernt Schiele; Fisher Yu 001 (ICCV, 2023)

In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval. - Nina Shvetsova; Anna Kukleva; Bernt Schiele; Hilde Kuehne (ICCV, 2023)

Learning by Sorting: Self-supervised Learning with Group Ordering Constraints. - Nina Shvetsova; Felix Petersen; Anna Kukleva; Bernt Schiele; Hilde Kuehne (ICCV, 2023)

UniTR: A Unified and Efficient Multi-Modal Transformer for Bird's-Eye-View Representation. - Haiyang Wang; Hao Tang; Shaoshuai Shi; Aoxue Li; Zhenguo Li; Bernt Schiele; Liwei Wang 001 (ICCV, 2023)

SimNP: Learning Self-Similarity Priors Between Neural Points. - Christopher Wewer; Eddy Ilg; Bernt Schiele; Jan Eric Lenssen (ICCV, 2023)

Object-Centric Multiple Object Tracking. - Zixu Zhao; Jiaze Wang; Max Horn; Yizhuo Ding; Tong He 002; Zechen Bai; Dominik Zietlow; Carl-Johann Simon-Gabriel; Bing Shuai; Zhuowen Tu; Thomas Brox; Bernt Schiele; et al. (ICCV, 2023)

SoftMatch: Addressing the Quantity-Quality Tradeoff in Semi-supervised Learning. - Hao Chen 102; Ran Tao 013; Yue Fan; Yidong Wang; Jindong Wang 001; Bernt Schiele; Xing Xie 001; Bhiksha Raj; Marios Savvides (ICLR, 2023)

Towards Robust Object Detection Invariant to Real-World Domain Shifts. - Qi Fan; Mattia Segù; Yu-Wing Tai; Fisher Yu 001; Chi-Keung Tang; Bernt Schiele; Dengxin Dai (ICLR, 2023)

Temperature Schedules for self-supervised contrastive methods on long-tail data. - Anna Kukleva; Moritz Böhle; Bernt Schiele; Hilde Kuehne; Christian Rupprecht 001 (ICLR, 2023)

FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning. - Yidong Wang; Hao Chen 102; Qiang Heng; Wenxin Hou; Yue Fan; Zhen Wu 002; Jindong Wang 001; Marios Savvides; Takahiro Shinozaki; Bhiksha Raj; Bernt Schiele; Xing Xie 001 (ICLR, 2023)

Test-time Domain Adaptation for Monocular Depth Estimation. - Zhi Li 055; Shaoshuai Shi; Bernt Schiele; Dengxin Dai (ICRA, 2023)

Visual Coherence Loss for Coherent and Visually Grounded Story Generation. - Xudong Hong 002; Vera Demberg; Asad B. Sayeed; Qiankun Zheng; Bernt Schiele (RepL4NLP@ACL, 2023)

Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation. - Anurag Das; Yongqin Xian; Yang He 005; Zeynep Akata; Bernt Schiele (WACV, 2023)

TeST: Test-time Self-Training under Distribution Shift. - Samarth Sinha; Peter V. Gehler; Francesco Locatello; Bernt Schiele (WACV, 2023)

Holistically Explainable Vision Transformers. - Moritz Böhle; Mario Fritz; Bernt Schiele (CoRR, 2023)

SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning. - Hao Chen 102; Ran Tao 013; Yue Fan; Yidong Wang; Jindong Wang 001; Bernt Schiele; Xing Xie 001; Bhiksha Raj; Marios Savvides (CoRR, 2023)

No One Left Behind: Real-World Federated Class-Incremental Learning. - Jiahua Dong 001; Yang Cong; Gan Sun; Yulun Zhang 001; Bernt Schiele; Dengxin Dai (CoRR, 2023)

Learning comprehensive global features in person re-identification: Ensuring discriminativeness of more local regions. - Jiali Xi; Jianqiang Huang; Shibao Zheng; Qin Zhou; Bernt Schiele; Xian-Sheng Hua 001; Qianru Sun (Pattern Recognit., 2023)

Visual Writing Prompts: Character-Grounded Story Generation with Curated Image Sequences. - Xudong Hong 002; Asad B. Sayeed; Khushboo Mehra; Vera Demberg; Bernt Schiele (Trans. Assoc. Comput. Linguistics, 2023)

Revisiting Consistency Regularization for Semi-Supervised Learning. - Yue Fan; Anna Kukleva; Dengxin Dai; Bernt Schiele (Int. J. Comput. Vis., 2023)

Random and Adversarial Bit Error Robustness: Energy-Efficient and Secure DNN Accelerators. - David Stutz; Nandhini Chandramoorthy; Matthias Hein 001; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Optimising for Interpretability: Convolutional Dynamic Alignment Networks. - Moritz Böhle; Mario Fritz; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Open-Vocabulary 3D Semantic Segmentation with Foundation Models. - Li Jiang 009; Shaoshuai Shi; Bernt Schiele (CVPR, 2024)

OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning. - Noor Ahmed; Anna Kukleva; Bernt Schiele (CVPR, 2024)

Training Vision Transformers for Semi-Supervised Semantic Segmentation. - Xinting Hu; Li Jiang 009; Bernt Schiele (CVPR, 2024)

X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization. - Anna Kukleva; Fadime Sener; Edoardo Remelli; Bugra Tekin; Eric Sauser; Bernt Schiele; Shugao Ma (CVPR, 2024)

MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment. - Anurag Das; Xinting Hu; Li Jiang 009; Bernt Schiele (ECCV (54), 2024)

Good Teachers Explain: Explanation-Enhanced Knowledge Distillation. - Amin Parchami-Araghi; Moritz Böhle; Sukrut Rao; Bernt Schiele (ECCV (73), 2024)

Discover-then-Name: Task-Agnostic Concept Bottlenecks via Automated Concept Discovery. - Sukrut Rao; Sweta Mahajan; Moritz Böhle; Bernt Schiele (ECCV (77), 2024)

Walker: Self-supervised Multiple Object Tracking by Walking on Temporal Appearance Graphs. - Mattia Segù; Luigi Piccinelli; Siyuan Li 008; Luc Van Gool; Fisher Yu 001; Bernt Schiele (ECCV (8), 2024)

HowToCaption: Prompting LLMs to Transform Video Annotations at Scale. - Nina Shvetsova; Anna Kukleva; Xudong Hong 002; Christian Rupprecht 001; Bernt Schiele; Hilde Kuehne (ECCV (56), 2024)

GiT: Towards Generalist Vision Transformer Through Universal Language Interface. - Haiyang Wang; Hao Tang; Li Jiang 009; Shaoshuai Shi; Muhammad Ferjad Naeem; Hongsheng Li 001; Bernt Schiele; Liwei Wang 001 (ECCV (29), 2024)

LatentSplat: Autoencoding Variational Gaussians for Fast Generalizable 3D Reconstruction. - Christopher Wewer; Kevin Raj; Eddy Ilg; Bernt Schiele; Jan Eric Lenssen (ECCV (87), 2024)

On Adversarial Training without Perturbing all Examples. - Max Maria Losch; Mohamed Omran; David Stutz; Mario Fritz; Bernt Schiele (ICLR, 2024)

Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing. - Alaa Anani; Tobias Lorenz 002; Bernt Schiele; Mario Fritz (ICML, 2024)

B-cosification: Transforming Deep Neural Networks to be Inherently Interpretable. - Shreyash Arya; Sukrut Rao; Moritz Böhle; Bernt Schiele (NeurIPS, 2024)

Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets. - Wolfgang Boettcher; Lukas Hoyer; Ozan Unal; Jan Eric Lenssen; Bernt Schiele (NeurIPS, 2024)

Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos. - Yaoyao Liu 001; Yingying Li; Bernt Schiele; Qianru Sun (WACV, 2024)

Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports. - Haopeng Li; Andong Deng; Qiuhong Ke; Jun Liu 036; Hossein Rahmani 001; Yulan Guo; Bernt Schiele; Chen Chen 001 (CoRR, 2024)

Sp2360: Sparse-view 360 Scene Reconstruction using Cascaded 2D Diffusion Priors. - Soumava Paul; Christopher Wewer; Bernt Schiele; Jan Eric Lenssen (CoRR, 2024)

Toward a Diffusion-Based Generalist for Dense Vision Tasks. - Yue Fan; Yongqin Xian; Xiaohua Zhai; Alexander Kolesnikov 003; Muhammad Ferjad Naeem; Bernt Schiele; Federico Tombari (CoRR, 2024)

MTR++: Multi-Agent Motion Prediction With Symmetric Scene Modeling and Guided Intention Querying. - Shaoshuai Shi; Li Jiang 009; Dengxin Dai; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

B-Cos Alignment for Inherently Interpretable CNNs and Vision Transformers. - Moritz Böhle; Navdeeppal Singh; Mario Fritz; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Better Understanding Differences in Attribution Methods via Systematic Evaluations. - Sukrut Rao; Moritz Böhle; Bernt Schiele (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Elodi: Ensemble Logit Difference Inhibition for Positive-Congruent Training. - Yue Zhao 006; Yantao Shen 002; Yuanjun Xiong; Shuo Yang 003; Wei Xia; Zhuowen Tu; Bernt Schiele; Stefano Soatto (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

MET3R: Measuring Multi-View Consistency in Generated Images. - Mohammad Asim; Christopher Wewer; Thomas Wimmer 001; Bernt Schiele; Jan Eric Lenssen (CVPR, 2025)

PersonaHOI: Effortlessly Improving Face Personalization in Human-Object Interaction Generation. - Xinting Hu; Haoran Wang 008; Jan Eric Lenssen; Bernt Schiele (CVPR, 2025)

Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks. - Nina Shvetsova; Arsha Nagrani; Bernt Schiele; Hilde Kuehne; Christian Rupprecht 001 (CVPR, 2025)

Number it: Temporal Grounding Videos like Flipping Manga. - Yongliang Wu; Xinting Hu; Yuyang Sun; Yizhou Zhou; Wenbo Zhu; Fengyun Rao; Bernt Schiele; Xu Yang 004 (CVPR, 2025)

Test-Time Visual In-Context Tuning. - Jiahao Xie; Alessio Tonioni; Nathalie Rauschmayr; Federico Tombari; Bernt Schiele (CVPR, 2025)

How to Probe: Simple Yet Effective Techniques for Improving Post-hoc Explanations. - Siddhartha Gairola; Moritz Böhle; Francesco Locatello; Bernt Schiele (ICLR, 2025)

Samba: Synchronized Set-of-Sequences Modeling for Multiple Object Tracking. - Mattia Segù; Luigi Piccinelli; Siyuan Li 008; Yung-Hsu Yang; Luc Van Gool; Bernt Schiele (ICLR, 2025)

TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters. - Haiyang Wang; Yue Fan; Muhammad Ferjad Naeem; Yongqin Xian; Jan Eric Lenssen; Liwei Wang 001; Federico Tombari; Bernt Schiele (ICLR, 2025)

PersonaHOI: Effortlessly Improving Personalized Face with Human-Object Interaction Generation. - Xinting Hu; Haoran Wang 008; Jan Eric Lenssen; Bernt Schiele (CoRR, 2025)

Spatial Reasoning with Denoising Models. - Christopher Wewer; Bart Pogodzinski; Bernt Schiele; Jan Eric Lenssen (CoRR, 2025)

Escaping Plato's Cave: Robust Conceptual Reasoning through Interpretable 3D Neural Object Volumes. - Nhi Pham; Bernt Schiele; Adam Kortylewski; Jonas Fischer (CoRR, 2025)

Beyond Accuracy: What Matters in Designing Well-Behaved Models? - Robin Hesse; Dogukan Bagci; Bernt Schiele; Simone Schaub-Meyer; Stefan Roth 001 (CoRR, 2025)

VITAL: More Understandable Feature Visualization through Distribution Alignment and Relevant Information Flow. - Ada Gorgun; Bernt Schiele; Jonas Fischer (CoRR, 2025)

KRIS-Bench: Benchmarking Next-Level Intelligent Image Editing Models. - Yongliang Wu; Zonghui Li; Xinting Hu; Xinyu Ye; Xianfang Zeng; Gang Yu; Wenbo Zhu; Bernt Schiele; Ming-Hsuan Yang 001; Xu Yang 004 (CoRR, 2025)

Solving Inverse Problems with FLAIR. - Julius Erbach; Dominik Narnhofer; Andreas Dombos; Bernt Schiele; Jan Eric Lenssen; Konrad Schindler (CoRR, 2025)

Pixel-level Certified Explanations via Randomized Smoothing. - Alaa Anani; Tobias Lorenz 002; Mario Fritz; Bernt Schiele (CoRR, 2025)

Language-Unlocked ViT (LUViT): Empowering Self-Supervised Vision Transformers with LLMs. - Selim Kuzucu; Muhammad Ferjad Naeem; Anna Kukleva; Federico Tombari; Bernt Schiele (CoRR, 2025)

LayerCake: Token-Aware Contrastive Decoding within Large Language Model Layers. - Jingze Zhu; Yongliang Wu; Wenbo Zhu; Jiawang Cao; Yanqiang Zheng; Jiawei Chen; Xu Yang 004; Bernt Schiele; Jonas Fischer; Xinting Hu (CoRR, 2025)

Spatial Reasoners for Continuous Variables in Any Domain. - Bart Pogodzinski; Christopher Wewer; Bernt Schiele; Jan Eric Lenssen (CoRR, 2025)

AIM: Amending Inherent Interpretability via Self-Supervised Masking. - Eyad Alshami; Shashank Agnihotri; Bernt Schiele; Margret Keuper (CoRR, 2025)