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Anıl Yüce
Anıl Yüce
Signal Processing Laboratory (LTS5), Ecole Polytechnique Federale de Lausanne
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Prediction of asynchronous dimensional emotion ratings from audiovisual and physiological data
F Ringeval, F Eyben, E Kroupi, A Yuce, JP Thiran, T Ebrahimi, D Lalanne, ...
Pattern Recognition Letters 66, 22-30, 2015
2492015
Detecting emotional stress from facial expressions for driving safety
H Gao, A Yüce, JP Thiran
2014 IEEE International Conference on Image Processing (ICIP), 5961-5965, 2014
2182014
Discriminant multi-label manifold embedding for facial action unit detection
A Yüce, H Gao, JP Thiran
2015 11th IEEE International Conference and Workshops on Automatic face and …, 2015
562015
Facial image analysis for fully automatic prediction of difficult endotracheal intubation
GL Cuendet, P Schoettker, A Yüce, M Sorci, H Gao, C Perruchoud, ...
IEEE Transactions on Biomedical Engineering 63 (2), 328-339, 2015
552015
Action Units and Their Cross-Correlations for Prediction of Cognitive Load during Driving
A Yuce, H Gao, GL Cuendet, JP Thiran
IEEE Transactions on Affective Computing, 2016
282016
Distribution-based iterative pairwise classification of emotions in the wild using LGBP-TOP
TR Almaev, A Yüce, A Ghitulescu, MF Valstar
Proceedings of the 15th ACM on International conference on multimodal …, 2013
172013
Molecular subtype prediction for breast cancer using H&E specialized backbone
S Abbasi-Sureshjani, A Yüce, S Schönenberger, M Skujevskis, ...
MICCAI Workshop on Computational Pathology, 1-9, 2021
122021
Improved local binary pattern based action unit detection using morphological and bilateral filters
A Yüce, M Sorci, JP Thiran
2013 10th IEEE International Conference and Workshops on Automatic Face and …, 2013
112013
A comparative study between vision transformers and cnns in digital pathology
L Deininger, B Stimpel, A Yuce, S Abbasi-Sureshjani, S Schönenberger, ...
arXiv preprint arXiv:2206.00389, 2022
82022
Multiple local curvature Gabor binary patterns for facial action recognition
A Yüce, NM Arar, JP Thiran
International Workshop on Human Behavior Understanding, 136-147, 2013
72013
Automatic Mallampati classification using active appearance models
GL Cuendet, A Yuce, M Sorci, P Schoettker, C Perruchoud, JP Thiran
International Workshop on Pattern Recognition for Healthcare Analytics, 2012
32012
Deep cellular embeddings: An explainable plug and play improvement for feature representation in histopathology
J Gildenblat, A Yüce, S Abbasi-Sureshjani, K Korski
International Conference on Medical Image Computing and Computer-Assisted …, 2023
22023
Head pose detection using fast robust pca for side active appearance models under occlusion
A Yüce, M Sorci, JP Thiran
Proceedings of the International Conference on Image Processing, Computer …, 2011
12011
Identification of MYC-Driven High-Grade B-Cell Lymphoma Using Deep Learning-Based Whole Slide Image Analysis
A Yüce, C Doerig, J Gildenblat, S Abbasi-Sureshjani, A Mosinska, ...
Blood 142, 3649, 2023
2023
PB2377: PREDICTING CELL OF ORIGIN FROM DIGITIZED IMAGES OF HEMATOXYLIN AND EOSIN-STAINED SLIDES OF DIFFUSE LARGE B-CELL LYMPHOMAS USING A CELL-BASED DEEP-LEARNING MODEL
A Yuce, J Gildenblat, S Abbasi-Sureshjani, C Laurent, K Korski
HemaSphere 7 (S3), e5900850, 2023
2023
Predicting cell of origin from digitized images of hematoxylin and eosin‐stained slides of diffuse large B‐cell lymphomas using a cell‐based deep‐learning model
A Yüce, J Gildenblat, S Abbasi‐Sureshjani, C Laurent, K Korski
Hematological Oncology 41, 297-298, 2023
2023
Mixed-Supervision with Self-Training: Weakly-Supervised Teacher Model Teaches Supervised Student
S Schönenberger, S Abbasi-Sureshjani, B Stimpel, A Yüce, L Deininger, ...
2022
Molecular Subtype Prediction for Breast Cancer Using H&E Specialized Backbone
SA Sureshjani, A Yuce, ST Schönenberger, M Skujevskis, U Schalles, ...
COMPAY 2021: The third MICCAI workshop on Computational Pathology, 2021
2021
Individual and Inter-related Action Unit Detection in Videos for Affect Recognition
A Yüce
EPFL, 2016
2016
FERA 2015: FACIAL EXPRESSION RECOGNITION AND ANALYSIS CHALLENGE
Q Ji, M Valstar, T Almaev, J Girard, G McKeown, M Mehu, L Yin, M Pantic, ...
2015
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