Björn Barz - RankMe

48 papers A 3B 1C 1Journal 27Unranked 14

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images. CVPR Workshops Tristan Piater, Björn Barz, Alexander Freytag
2025	J	`jnl`	Prompt-Tuning SAM: From Generalist to Specialist with only 2048 Parameters and 16 Training Images. CoRR Tristan Piater, Björn Barz, Alexander Freytag
2024	—	`conf`	Efficient and Discriminative Image Feature Extraction for Universal Image Retrieval. GCPR (1) Morris Florek, David Tschirschwitz, Björn Barz, Volker Rodehorst
2024	J	`jnl`	Efficient and Discriminative Image Feature Extraction for Universal Image Retrieval. CoRR Morris Florek, David Tschirschwitz, Björn Barz, Volker Rodehorst
2024	—	`conf`	Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks. GCPR (1) Mayar Lotfy, Anna Alperovich, Tommaso Giannantonio, Björn Barz, Xiaohan Zhang, Felix Holm, Nassir Navab, Felix Boehm, Carolin Schwamborn, Thomas K. Hoffmann, Patrick J. Schuler
2023	J	`jnl`	Robust Tumor Segmentation with Hyperspectral Imaging and Graph Neural Networks. CoRR Mayar Lotfy, Anna Alperovich, Tommaso Giannantonio, Björn Barz, Xiaohan Zhang, Felix Holm, Nassir Navab, Felix Boehm, Carolin Schwamborn, Thomas K. Hoffmann, Patrick J. Schuler
2022	J	`jnl`	Image Classification With Small Datasets: Overview and Benchmark. IEEE Access Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
2022	J	`jnl`	Image Classification with Small Datasets: Overview and Benchmark. CoRR Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
2022	—	`conf`	Self-supervised Learning from Semantically Imprecise Data. VISIGRAPP (5: VISAPP) Clemens-Alexander Brust, Björn Barz, Joachim Denzler
2022	—	`conf`	Weakly-supervised Localization of Multiple Objects in Images using Cosine Loss. VISIGRAPP (5: VISAPP) Björn Barz, Joachim Denzler
2021	J	`jnl`	A Strong Baseline for the VIPriors Data-Efficient Image Classification Challenge. CoRR Björn Barz, Lorenzo Brigato, Luca Iocchi, Joachim Denzler
2021	C	`conf`	Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. ICMLA Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler
2021	J	`jnl`	Anomaly Attribution of Multivariate Time Series using Counterfactual Reasoning. CoRR Violeta Teodora Trifunov, Maha Shadaydeh, Björn Barz, Joachim Denzler
2021	—	`conf`	Carpe Diem: A Lifelong Learning Tool for Automated Wildlife Surveillance. GI-Jahrestagung Clemens-Alexander Brust, Björn Barz, Joachim Denzler
2021	—	`conf`	Detecting Scenes in Fiction Using the Embedding Delta Signal. STSS@KONVENS Felix Schneider, Björn Barz, Joachim Denzler
2021	J	`jnl`	Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity. CoRR Bernd Gruner, Matthias Körschens, Björn Barz, Joachim Denzler
2021	J	`jnl`	Self-Supervised Learning from Semantically Imprecise Data. CoRR Clemens-Alexander Brust, Björn Barz, Joachim Denzler
2021	—	`conf`	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification. ICCVW Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
2021	J	`jnl`	Tune It or Don't Use It: Benchmarking Data-Efficient Image Classification. CoRR Lorenzo Brigato, Björn Barz, Luca Iocchi, Joachim Denzler
2021	—	`conf`	WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges. NeurIPS Datasets and Benchmarks Björn Barz, Joachim Denzler
2021	J	`jnl`	WikiChurches: A Fine-Grained Dataset of Architectural Styles with Real-World Challenges. CoRR Björn Barz, Joachim Denzler
2020	—	`conf`	Content-Based Image Retrieval and the Semantic Gap in the Deep Learning Era. ICPR Workshops (2) Björn Barz, Joachim Denzler
2020	J	`jnl`	Content-based Image Retrieval and the Semantic Gap in the Deep Learning Era. CoRR Björn Barz, Joachim Denzler
2020	A	`conf`	Deep Learning on Small Datasets without Pre-Training using Cosine Loss. WACV Björn Barz, Joachim Denzler
2020	J	`jnl`	Do We Train on Test Data? Purging CIFAR of Near-Duplicates. J. Imaging Björn Barz, Joachim Denzler
2020	—	`conf`	Finding Relevant Flood Images on Twitter Using Content-Based Filters. ICPR Workshops (6) Björn Barz, Kai Schröter, Ann-Christin Kra, Joachim Denzler
2020	J	`jnl`	Finding Relevant Flood Images on Twitter using Content-based Filters. CoRR Björn Barz, Kai Schröter, Ann-Christin Kra, Joachim Denzler
2020	B	`conf`	Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge. ICPR Clemens-Alexander Brust, Björn Barz, Joachim Denzler
2020	J	`jnl`	Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge. CoRR Clemens-Alexander Brust, Björn Barz, Joachim Denzler
2020	—	`—`	Semantic and interactive content-based image retrieval. Björn Barz
2020	—	`ch.`	Semantische und Interaktive Inhaltsbasierte Bildersuche. Ausgezeichnete Informatikdissertationen Björn Barz
2019	J	`jnl`	Deep Learning on Small Datasets without Pre-Training using Cosine Loss. CoRR Björn Barz, Joachim Denzler
2019	J	`jnl`	Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection. IEEE Trans. Pattern Anal. Mach. Intell. Björn Barz, Erik Rodner, Yanira Guanche Garcia, Joachim Denzler
2019	J	`jnl`	Do we train on test data? Purging CIFAR of near-duplicates. CoRR Björn Barz, Joachim Denzler
2019	J	`jnl`	Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images. CoRR Björn Barz, Kai Schröter, Moritz Münch, Bin Yang, Andrea Unger, Doris Dransch, Joachim Denzler
2019	A	`conf`	Hierarchy-Based Image Embeddings for Semantic Image Retrieval. WACV Björn Barz, Joachim Denzler
2018	A	`conf`	Active Learning for Regression Tasks with Expected Model Output Changes. BMVC Christoph Käding, Erik Rodner, Alexander Freytag, Oliver Mothes, Björn Barz, Joachim Denzler
2018	—	`conf`	Automatic Query Image Disambiguation for Content-based Image Retrieval. VISIGRAPP (5: VISAPP) Björn Barz, Joachim Denzler
2018	J	`jnl`	Detecting Regions of Maximal Divergence for Spatio-Temporal Anomaly Detection. CoRR Björn Barz, Erik Rodner, Yanira Guanche Garcia, Joachim Denzler
2018	J	`jnl`	Hierarchy-based Image Embeddings for Semantic Image Retrieval. CoRR Björn Barz, Joachim Denzler
2018	—	`conf`	Information-Theoretic Active Learning for Content-Based Image Retrieval. GCPR Björn Barz, Christoph Käding, Joachim Denzler
2018	J	`jnl`	Information-Theoretic Active Learning for Content-Based Image Retrieval. CoRR Björn Barz, Christoph Käding, Joachim Denzler
2018	—	`conf`	Putting User Reputation on the Map: Unsupervised Quality Control for Crowdsourced Historical Data. GeoHumanities@SIGSPATIAL Björn Barz, Thomas C. van Dijk, Bert Spaan, Joachim Denzler
2018	J	`jnl`	Towards Automatic Identification of Elephants in the Wild. CoRR Matthias Körschens, Björn Barz, Joachim Denzler
2017	J	`jnl`	Automatic Query Image Disambiguation for Content-Based Image Retrieval. CoRR Björn Barz, Joachim Denzler
2017	J	`jnl`	Fast Learning and Prediction for Object Detection using Whitened CNN Features. CoRR Björn Barz, Erik Rodner, Christoph Käding, Joachim Denzler
2016	J	`jnl`	Maximally Divergent Intervals for Anomaly Detection. CoRR Erik Rodner, Björn Barz, Yanira Guanche, Milan Flach, Miguel D. Mahecha, Paul Bodesheim, Markus Reichstein, Joachim Denzler
2014	J	`jnl`	ARTOS - Adaptive Real-Time Object Detection System. CoRR Björn Barz, Erik Rodner, Joachim Denzler