Thomas Andrew Lampert

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 25

Top Topics

Unsupervised Manner

Multivariate Time Series Data

Top Venues

Artif. Intell. Medicine

Publications

Antonio F. Díaz, Beatriz Prieto, Juan José Escobar, Thomas Andrew Lampert
Vampire: A smart energy meter for synchronous monitoring in a distributed computer system. J. Parallel Distributed Comput. 184 (2024)
Mihailo Obrenovic, Thomas Andrew Lampert, Milos R. Ivanovic, Pierre Gançarski
Constrained-HIDA: Heterogeneous Image Domain Adaptation Guided by Constraints. ECML/PKDD (5) (2023)
Mihailo Obrenovic, Thomas Andrew Lampert, Milos R. Ivanovic, Pierre Gançarski
Learning domain invariant representations of heterogeneous image data. Mach. Learn. 112 (10) (2023)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
HistoStarGAN: A unified approach to stain normalisation, stain transfer and stain invariant segmentation in renal histopathology. Knowl. Based Syst. 277 (2023)
Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet
Constrained DTW preserving shapelets for explainable time-series clustering. Pattern Recognit. 143 (2023)
Hussein El Amouri, Thomas Andrew Lampert, Pierre Gançarski, Clément Mallet
CDPS: Constrained DTW-Preserving Shapelets. ECML/PKDD (1) (2022)
Jelica Vasiljevic, Zeeshan Nisar, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
CycleGAN for virtual stain transfer: Is seeing really believing? Artif. Intell. Medicine 133 (2022)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology. CoRR (2022)
Zeeshan Nisar, Jelica Vasiljevic, Pierre Gançarski, Thomas Andrew Lampert
Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised Manner. CoRR (2022)
Zeeshan Nisar, Jelica Vasiljevic, Pierre Gançarski, Thomas Andrew Lampert
Towards Measuring Domain Shift in Histopathological Stain Translation in an Unsupervised Manner. ISBI (2022)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Self Adversarial Attack as an Augmentation Method for Immunohistochemical Stainings. ISBI (2021)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Towards histopathological stain invariance by Unsupervised Domain Augmentation using generative adversarial networks. Neurocomputing 460 (2021)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Self adversarial attack as an augmentation method for immunohistochemical stainings. CoRR (2021)
Mihailo Obrenovic, Thomas Andrew Lampert, François Monde-Kossi, Milos Ivanovic, Pierre Gançarski
SS-HIDA: Semi-Supervised Heterogeneous Image Domain Adaptation. MACLEAN@PKDD/ECML (2021)
Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
An automatic framework for fusing information from differently stained consecutive digital whole slide images: A case study in renal histology. Comput. Methods Programs Biomed. 208 (2021)
Jelica Vasiljevic, Friedrich Feuerhake, Cédric Wemmert, Thomas Andrew Lampert
Towards Histopathological Stain Invariance by Unsupervised Domain Augmentation using Generative Adversarial Networks. CoRR (2020)
Odyssée Merveille, Thomas Andrew Lampert, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
An automatic framework to study the tissue micro-environment of renal glomeruli in differently stained consecutive digital whole slide images. CoRR (2020)
Thomas Andrew Lampert, Baptiste Lafabregue, Pierre Gançarski
Constrained Distance based K-Means Clustering for Satellite Image Time-Series. IGARSS (2019)
Thomas Andrew Lampert, Baptiste Lafabregue, Thi-Bich-Hanh Dao, Nicolas Serrette, Christel Vrain, Pierre Gançarski
Constrained Distance-Based Clustering for Satellite Image Time-Series. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (11) (2019)
Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Strategies for Training Stain Invariant CNNS. ISBI (2019)
Thomas Andrew Lampert, Thi-Bich-Hanh Dao, Baptiste Lafabregue, Nicolas Serrette, Germain Forestier, Bruno Crémilleux, Christel Vrain, Pierre Gançarski
Constrained distance based clustering for time-series: a comparative and experimental study. Data Min. Knowl. Discov. 32 (6) (2018)
Thomas Andrew Lampert, Odyssée Merveille, Jessica Schmitz, Germain Forestier, Friedrich Feuerhake, Cédric Wemmert
Strategies for Training Stain Invariant CNNs. CoRR (2018)
Pedro Chahuara, Thomas Andrew Lampert, Pierre Gançarski
Retrieving and Ranking Similar Questions from Question-Answer Archives Using Topic Modelling and Topic Distribution Regression. TPDL (2016)
Pedro Chahuara, Thomas Andrew Lampert, Pierre Gançarski
Retrieving and Ranking Similar Questions from Question-Answer Archives Using Topic Modelling and Topic Distribution Regression. CoRR (2016)
Thomas Andrew Lampert, André Stumpf, Pierre Gançarski
An Empirical Study Into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation. IEEE Trans. Image Process. 25 (6) (2016)
Thomas Andrew Lampert, Pierre Gançarski
The bane of skew - Uncertain ranks and unrepresentative precision. Mach. Learn. 97 (1-2) (2014)
Thomas Andrew Lampert, André Stumpf, Pierre Gançarski
An Empirical Study into Annotator Agreement, Ground Truth Estimation, and Algorithm Evaluation. CoRR (2013)
Thomas Andrew Lampert, Simon O'Keefe
On the detection of tracks in spectrogram images. Pattern Recognit. 46 (5) (2013)
André Stumpf, Thomas Andrew Lampert, Jean-Philippe Malet, Norman Kerle
Multi-scale line detection for landslide fissure mapping. IGARSS (2012)
Thomas Andrew Lampert, Simon O'Keefe
A detailed investigation into low-level feature detection in spectrogram images. Pattern Recognit. 44 (9) (2011)
Thomas Andrew Lampert, Simon O'Keefe
An active contour algorithm for spectrogram track detection. Pattern Recognit. Lett. 31 (10) (2010)
Thomas Andrew Lampert, Nick E. Pears, Simon O'Keefe
A Multi-scale Piecewise-Linear Feature Detector for Spectrogram Tracks. AVSS (2009)
Thomas Andrew Lampert, Simon O'Keefe
Active contour detection of linear patterns in spectrogram images. ICPR (2008)