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Tatjana Chavdarova
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Year
Reducing Noise in GAN training with Variance Reduced Extragradient
T Chavdarova, G Gidel, F Fleuret, S Lacoste-Julien
Advances in Neural Information Processing Systems 32, 2019
962019
Wildtrack: A multi-camera hd dataset for dense unscripted pedestrian detection
T Chavdarova, P Baqué, S Bouquet, A Maksai, C Jose, T Bagautdinov, ...
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
88*2018
Sgan: An alternative training of generative adversarial networks
T Chavdarova, F Fleuret
Proceedings of the IEEE conference on computer vision and pattern …, 2018
572018
Deep multi-camera people detection
T Chavdarova, F Fleuret
2017 16th IEEE international conference on machine learning and applications …, 2017
442017
A hybrid approach for emotion detection in support of affective interaction
S Gievska, K Koroveshovski, T Chavdarova
2014 IEEE International Conference on Data Mining Workshop, 352-359, 2014
262014
Taming GANs with Lookahead-Minmax
T Chavdarova, M Pagliardini, SU Stich, F Fleuret, M Jaggi
ICLR 2021 - Proceedings of the Ninth International Conference on Learning …, 2021
15*2021
The wildtrack multi-camera person dataset
T Chavdarova, P Baqué, S Bouquet, A Maksai, C Jose, L Lettry, P Fua, ...
arXiv preprint arXiv:1707.09299, 2017
82017
Last-Iterate Convergence of Saddle Point Optimizers via High-Resolution Differential Equations
T Chavdarova, MI Jordan, M Zampetakis
arXiv preprint arXiv:2112.13826, 2021
32021
Semantic perturbations with normalizing flows for improved generalization
OK Yüksel, SU Stich, M Jaggi, T Chavdarova
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
22021
The Peril of Popular Deep Learning Uncertainty Estimation Methods
Y Liu, M Pagliardini, T Chavdarova, SU Stich
arXiv preprint arXiv:2112.05000, 2021
12021
Convening during COVID-19: Lessons learnt from organizing virtual workshops in 2020
M Samiei, C Weis, L Schiavo, T Chavdarova, F Yousefi
arXiv preprint arXiv:2012.01191, 2020
12020
Analysis and implementation of frequency domain equalizer for single carrier system in the 60 GHz band
T Chavdarova, G Jakimovski, B Jovanov, A Tentov, M Malenko
New Trends in Networking, Computing, E-learning, Systems Sciences, and …, 2015
12015
Solving Constrained Variational Inequalities via an Interior Point Method
T Yang, MI Jordan, T Chavdarova
arXiv preprint arXiv:2206.10575, 2022
2022
Improving Generalization via Uncertainty Driven Perturbations
M Pagliardini, G Manunza, M Jaggi, MI Jordan, T Chavdarova
arXiv preprint arXiv:2202.05737, 2022
2022
What If...? Pandemic Policy-Decision-Support to Guide a Cost-Benefit-Optimised, Country-Specific Response
G Mannarini, F Posa, T Bossy, L Massemin, J Fernandez-Castanon, ...
Pandemic Policy-Decision-Support to Guide a Cost-Benefit-Optimised, Country …, 2021
2021
Improved Generalization-Robustness Trade-off via Uncertainty Targeted Attacks
M Pagliardini, G Manunza, M Jaggi, T Chavdarova
2021
Deep Generative Models and Applications
T Chavdarova
EPFL, 2020
2020
Stochastic Variance Reduced Gradient Optimization of Generative Adversarial Networks
T Chavdarova, S Stich, M Jaggi, F Fleuret
International Conference on Machine Learning (ICML) workshop on Theoretical …, 2018
2018
Parallel Architecture Prototype for 60 GHz High Data Rate Wireless Single Carrier Receiver
T Chavdarova, A Tentov, M Kalendar
Conference on Applied Innovations in IT, 49, 2014
2014
MLO
SA Bahreinian, LF Barba Flores, T Chavdarova, EM Chayti, ...
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