Robust Real-Time Tracking of Multiple Objects by Volumetric Mass Densities. - Horst Possegger; Sabine Sternig; Thomas Mauthner; Peter M. Roth; Horst Bischof (CVPR, 2013)

Occlusion Geodesics for Online Multi-object Tracking. - Horst Possegger; Thomas Mauthner; Peter M. Roth; Horst Bischof (CVPR, 2014)

The Visual Object Tracking VOT2014 Challenge Results. - Matej Kristan; Roman P. Pflugfelder; Ales Leonardis; Jiri Matas; Luka Cehovin; Georg Nebehay; Tomás Vojír; Gustavo Fernández; Alan Lukezic; Aleksandar Dimitriev; Alfredo Petrosino; Amir Saffari; et al. (ECCV Workshops (2), 2014)

A novel method for the analysis of sequential actions in team handball. - Paul Rudelsdorfer; Norbert Schrapf; Horst Possegger; Thomas Mauthner; Horst Bischof; Markus Tilp (Int. J. Comput. Sci. Sport, 2014)

Encoding based saliency detection for videos and images. - Thomas Mauthner; Horst Possegger; Georg Waltner; Horst Bischof (CVPR, 2015)

In defense of color-based model-free tracking. - Horst Possegger; Thomas Mauthner; Horst Bischof (CVPR, 2015)

Efficient Model Averaging for Deep Neural Networks. - Michael Opitz; Horst Possegger; Horst Bischof (ACCV (2), 2016)

The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results. - Michael Felsberg; Matej Kristan; Jiri Matas; Ales Leonardis; Roman P. Pflugfelder; Gustav Häger; Amanda Berg; Abdelrahman Eldesokey; Jörgen Ahlberg; Luka Cehovin; Tomás Vojír; Alan Lukezic; et al. (ECCV Workshops (2), 2016)

The Visual Object Tracking VOT2016 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin; Tomás Vojír; Gustav Häger; Alan Lukezic; Gustavo Fernández; Abhinav Gupta 001; Alfredo Petrosino; et al. (ECCV Workshops (2), 2016)

Grid Loss: Detecting Occluded Faces. - Michael Opitz; Georg Waltner; Georg Poier; Horst Possegger; Horst Bischof (ECCV (3), 2016)

BIER - Boosting Independent Embeddings Robustly. - Michael Opitz; Georg Waltner; Horst Possegger; Horst Bischof (ICCV, 2017)

An Intent-Based Automated Traffic Light for Pedestrians. - Christian Ertler; Horst Possegger; Michael Opitz; Horst Bischof (AVSS, 2018)

The Sixth Visual Object Tracking VOT2018 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin Zajc; Tomás Vojír; Goutam Bhat; Alan Lukezic; Abdelrahman Eldesokey; Gustavo Fernández; Álvaro García-Martín; et al. (ECCV Workshops (1), 2018)

Deep 2.5D Vehicle Classification with Sparse SfM Depth Prior for Automated Toll Systems. - Georg Waltner; Michael Maurer; Thomas Holzmann; Patrick Ruprecht; Michael Opitz; Horst Possegger; Friedrich Fraundorfer; Horst Bischof (ITSC, 2018)

Spatiotemporal Saliency Estimation by Spectral Foreground Detection. - Çaglar Aytekin; Horst Possegger; Thomas Mauthner; Serkan Kiranyaz; Horst Bischof; Moncef Gabbouj (IEEE Trans. Multim., 2018)

Semi-supervised Detector Training with Prototypes for Vehicle Detection. - Georg Waltner; Michael Opitz; Georg Krispel; Horst Possegger; Horst Bischof (ITSC, 2019)

HiBsteR: Hierarchical Boosted Deep Metric Learning for Image Retrieval. - Georg Waltner; Michael Opitz; Horst Possegger; Horst Bischof (WACV, 2019)

FuseSeg: LiDAR Point Cloud Segmentation Fusing Multi-Modal Data. - Georg Krispel; Michael Opitz; Georg Waltner; Horst Possegger; Horst Bischof (WACV, 2020)

Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly. - Michael Opitz; Georg Waltner; Horst Possegger; Horst Bischof (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

FAST3D: Flow-Aware Self-Training for 3D Object Detectors. - Christian Fruhwirth-Reisinger; Michael Opitz; Horst Possegger; Horst Bischof (BMVC, 2021)

DRT: Detection Refinement for Multiple Object Tracking. - Bisheng Wang; Christian Fruhwirth-Reisinger; Horst Possegger; Horst Bischof; Guo Cao (BMVC, 2021)

Semi-Supervised Learning Of Monocular 3D Hand Pose Estimation From Multi-View Images. - Markus Müller; Georg Poier; Horst Possegger; Horst Bischof (ICIP, 2021)

A Visual Surveillance System to Observe Realistic Road User Behavior for Improved Pedestrian and Cyclist Safety at Crossroads. - Nadezda Kirillova; Horst Possegger; Horst Bischof (AVSS, 2022)

An Efficient Domain-Incremental Learning Approach to Drive in All Weather Conditions. - Muhammad Jehanzeb Mirza; Marc Masana; Horst Possegger; Horst Bischof (CVPR Workshops, 2022)

The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization. - Muhammad Jehanzeb Mirza; Jakub Micorek; Horst Possegger; Horst Bischof (CVPR, 2022)

OccAM's Laser: Occlusion-based Attribution Maps for 3D Object Detectors on LiDAR Data. - David Schinagl; Georg Krispel; Horst Possegger; Peter M. Roth; Horst Bischof (CVPR, 2022)

3D Human Pose Estimation Using Möbius Graph Convolutional Networks. - Niloofar Azizi; Horst Possegger; Emanuele Rodolà; Horst Bischof (ECCV (1), 2022)

CycDA: Unsupervised Cycle Domain Adaptation to Learn from Image to Video. - Wei Lin 019; Anna Kukleva; Kunyang Sun; Horst Possegger; Hilde Kuehne; Horst Bischof (ECCV (3), 2022)

An Intelligent Scanning Vehicle for Waste Collection Monitoring. - Georg Waltner; Malte Jaschik; Alfred Rinnhofer; Horst Possegger; Horst Bischof (ICIAP (1), 2022)

CycDA: Unsupervised Cycle Domain Adaptation from Image to Video. - Wei Lin 019; Anna Kukleva; Kunyang Sun; Horst Possegger; Hilde Kuehne; Horst Bischof (CoRR, 2022)

Sparse Message Passing Network with Feature Integration for Online Multiple Object Tracking. - Bisheng Wang; Horst Possegger; Horst Bischof; Guo Cao (CoRR, 2022)

A Comprehensive Crossroad Camera Dataset to Improve Traffic Safety of Mobility Aid Users. - Ludwig Mohr; Nadezda Kirillova; Horst Possegger; Horst Bischof (BMVC, 2023)

Video Test-Time Adaptation for Action Recognition. - Wei Lin 019; Muhammad Jehanzeb Mirza; Mateusz Kozinski; Horst Possegger; Hilde Kuehne; Horst Bischof (CVPR, 2023)

ActMAD: Activation Matching to Align Distributions for Test-Time-Training. - Muhammad Jehanzeb Mirza; Pol Jané-Soneira; Wei Lin 019; Mateusz Kozinski; Horst Possegger; Horst Bischof (CVPR, 2023)

TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering. - Wei Lin 019; Anna Kukleva; Horst Possegger; Hilde Kuehne; Horst Bischof (CVWW, 2023)

Test-Time Adversarial Detection and Robustness for Localizing Humans Using Ultra Wide Band Channel Impulse Responses. - Abhiram Kolli; Muhammad Jehanzeb Mirza; Horst Possegger; Horst Bischof (EUSIPCO, 2023)

MAtch, eXpand and Improve: Unsupervised Finetuning for Zero-Shot Action Recognition with Language Knowledge. - Wei Lin 019; Leonid Karlinsky; Nina Shvetsova; Horst Possegger; Mateusz Kozinski; Rameswar Panda; Rogério Feris; Hilde Kuehne; Horst Bischof (ICCV, 2023)

MATE: Masked Autoencoders are Online 3D Test-Time Learners. - Muhammad Jehanzeb Mirza; Inkyu Shin; Wei Lin 019; Andreas Schriebl; Kunyang Sun; Jaesung Choe; Mateusz Kozinski; Horst Possegger; In So Kweon; Kuk-Jin Yoon; Horst Bischof (ICCV, 2023)

GACE: Geometry Aware Confidence Enhancement for Black-box 3D Object Detectors on LiDAR-Data. - David Schinagl; Georg Krispel; Christian Fruhwirth-Reisinger; Horst Possegger; Horst Bischof (ICCV, 2023)

Identifying and Extracting Pedestrian Behavior in Critical Traffic Situations. - Martin Schachner; Bernd Schneider; Fabian Weissenbacher; Nadezda Kirillova; Horst Possegger; Horst Bischof; Corina Klug (ITSC, 2023)

Towards Large-Scale Video-Based Highway Traffic Monitoring. - Johannes Spöcklberger; Jakub Micorek; Horst Possegger; Horst Bischof (ITSC, 2023)

Sit Back and Relax: Learning to Drive Incrementally in All Weather Conditions. - Stefan Leitner; Muhammad Jehanzeb Mirza; Wei Lin 019; Jakub Micorek; Marc Masana; Mateusz Kozinski; Horst Possegger; Horst Bischof (IV, 2023)

LaFTer: Label-Free Tuning of Zero-shot Classifier using Language and Unlabeled Image Collections. - Muhammad Jehanzeb Mirza; Leonid Karlinsky; Wei Lin 019; Horst Possegger; Mateusz Kozinski; Rogério Feris; Horst Bischof (NeurIPS, 2023)

SAILOR: Scaling Anchors via Insights into Latent Object Representation. - Dusan Malic; Christian Fruhwirth-Reisinger; Horst Possegger; Horst Bischof (WACV, 2023)

TAP: Targeted Prompting for Task Adaptive Generation of Textual Training Instances for Visual Classification. - Muhammad Jehanzeb Mirza; Leonid Karlinsky; Wei Lin 019; Horst Possegger; Rogério Feris; Horst Bischof (CoRR, 2023)

Vision-Language Guidance for LiDAR-based Unsupervised 3D Object Detection. - Christian Fruhwirth-Reisinger; Wei Lin 019; Dusan Malic; Horst Bischof; Horst Possegger (BMVC, 2024)

Into the Fog: Evaluating Robustness of Multiple Object Tracking. - Nadezda Kirillova; Muhammad Jehanzeb Mirza; Horst Bischof; Horst Possegger (BMVC, 2024)

MULDE: Multiscale Log-Density Estimation via Denoising Score Matching for Video Anomaly Detection. - Jakub Micorek; Horst Possegger; Dominik Narnhofer; Horst Bischof; Mateusz Kozinski (CVPR, 2024)

Meta-prompting for Automating Zero-Shot Visual Recognition with LLMs. - Muhammad Jehanzeb Mirza; Leonid Karlinsky; Wei Lin 019; Sivan Doveh; Jakub Micorek; Mateusz Kozinski; Hilde Kuehne; Horst Possegger (ECCV (2), 2024)

Robust Localization of Key Fob Using Channel Impulse Response of Ultra Wide Band Sensors for Keyless Entry Systems. - Abhiram Kolli; Filippo Casamassima; Horst Possegger; Horst Bischof (ICASSP, 2024)

Action-By-Detection: Efficient Forklift Action Detection for Autonomous Mobile Robots in Warehouses. - Alexander Prutsch; Horst Possegger; Horst Bischof (ICRA, 2024)

Efficient Motion Prediction: A Lightweight & Accurate Trajectory Prediction Model With Fast Training and Inference Speed. - Alexander Prutsch; Horst Bischof; Horst Possegger (IROS, 2024)

MAELi: Masked Autoencoder for Large-Scale LiDAR Point Clouds. - Georg Krispel; David Schinagl; Christian Fruhwirth-Reisinger; Horst Possegger; Horst Bischof (WACV, 2024)

ATS: Adaptive Temperature Scaling for Enhancing Out-of-Distribution Detection Methods. - Gerhard Krumpl; Henning Avenhaus; Horst Possegger; Horst Bischof (WACV, 2024)

Into the Fog: Evaluating Multiple Object Tracking Robustness. - Nadezda Kirillova; Muhammad Jehanzeb Mirza; Horst Possegger; Horst Bischof (CoRR, 2024)

LiSu: A Dataset and Method for LiDAR Surface Normal Estimation. - Dusan Malic; Christian Fruhwirth-Reisinger; Samuel Schulter; Horst Possegger (CVPR, 2025)

GBlobs: Explicit Local Structure via Gaussian Blobs for Improved Cross-Domain LiDAR-based 3D Object Detection. - Dusan Malic; Christian Fruhwirth-Reisinger; Samuel Schulter; Horst Possegger (CVPR, 2025)

Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation. - Johannes Spöcklberger; Wei Lin 019; Pedro Hermosilla; Sivan Doveh; Horst Possegger; Muhammad Jehanzeb Mirza (CVPR Workshops, 2025)

GLOV: Guided Large Language Models as Implicit Optimizers for Vision Language Models. - Muhammad Jehanzeb Mirza; Mengjie Zhao; Zhuoyuan Mao; Sivan Doveh; Wei Lin 019; Paul Gavrikov; Michael Dorkenwald; Shiqi Yang; Saurav Jha; Hiromi Wakaki; Yuki Mitsufuji; Horst Possegger; et al. (Trans. Mach. Learn. Res., 2025)

STSBench: A Spatio-temporal Scenario Benchmark for Multi-modal Large Language Models in Autonomous Driving. - Christian Fruhwirth-Reisinger; Dusan Malic; Wei Lin 019; David Schinagl; Samuel Schulter; Horst Possegger (CoRR, 2025)