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Nina Shvetsova
Nina Shvetsova
University of Bonn
Verified email at uni-frankfurt.de - Homepage
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Everything at once-multi-modal fusion transformer for video retrieval
N Shvetsova, B Chen, A Rouditchenko, S Thomas, B Kingsbury, RS Feris, ...
Proceedings of the ieee/cvf conference on computer vision and pattern …, 2022
1222022
Anomaly detection in medical imaging with deep perceptual autoencoders
N Shvetsova, B Bakker, I Fedulova, H Schulz, DV Dylov
IEEE Access 9, 118571-118583, 2021
972021
Perceptual Image Anomaly Detection
N Tuluptceva, B Bakker, I Fedulova, A Konushin
ACPR 2019 12046 (Lecture Notes in Computer Science), 164--178, 2020
292020
Mood 2020: A public benchmark for out-of-distribution detection and localization on medical images
D Zimmerer, PM Full, F Isensee, P Jäger, T Adler, J Petersen, G Köhler, ...
IEEE Transactions on Medical Imaging 41 (10), 2728-2738, 2022
252022
Match, expand and improve: Unsupervised finetuning for zero-shot action recognition with language knowledge
W Lin, L Karlinsky, N Shvetsova, H Possegger, M Kozinski, R Panda, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
142023
Howtocaption: Prompting llms to transform video annotations at scale
N Shvetsova, A Kukleva, X Hong, C Rupprecht, B Schiele, H Kuehne
arXiv preprint arXiv:2310.04900, 2023
42023
C2kd: Cross-lingual cross-modal knowledge distillation for multilingual text-video retrieval
A Rouditchenko, YS Chuang, N Shvetsova, S Thomas, R Feris, ...
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
42023
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints
N Shvetsova, F Petersen, A Kukleva, B Schiele, H Kuehne
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
42023
Vl-taboo: An analysis of attribute-based zero-shot capabilities of vision-language models
F Vogel, N Shvetsova, L Karlinsky, H Kuehne
arXiv preprint arXiv:2209.06103, 2022
32022
Routing with self-attention for multimodal capsule networks
K Duarte, B Chen, N Shvetsova, A Rouditchenko, S Thomas, A Liu, ...
arXiv preprint arXiv:2112.00775, 2021
32021
What, when, and where?--Self-Supervised Spatio-Temporal Grounding in Untrimmed Multi-Action Videos from Narrated Instructions
B Chen, N Shvetsova, A Rouditchenko, D Kondermann, S Thomas, ...
arXiv preprint arXiv:2303.16990, 2023
22023
Preserving modality structure improves multi-modal learning
S Swetha, MN Rizve, N Shvetsova, H Kuehne, M Shah
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval
N Shvetsova, A Kukleva, B Schiele, H Kuehne
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
12023
MOOD 2020: A Public Benchmark for Out-of-distribution Detection and Localization on Medical Images
D Zimmerer, P Full, F Isensee, P Jäger, T Adler, J Petersen, G Köhler, ...
BVM Workshop, 312-312, 2023
2023
Augmentation Learning for Semi-Supervised Classification
T Frommknecht, PA Zipf, Q Fan, N Shvetsova, H Kuehne
DAGM German Conference on Pattern Recognition, 85-98, 2022
2022
Supplementary Material Learning by Sorting: Self-supervised Learning with Group Ordering Constraints
N Shvetsova, F Petersen, A Kukleva, B Schiele, H Kuehne
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval Supplementary Material
N Shvetsova, A Kukleva, B Schiele, H Kuehne
Everything at Once–Multi-modal Fusion Transformer for Video Retrieval Supplementary Material
N Shvetsova, B Chen, A Rouditchenko, S Thomas, B Kingsbury, R Feris, ...
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