Anna Kukleva

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 30

Top Topics

Manifold Regularization

Action Recognition

Convolutional Network

Domain Adaptation

Top Venues

Publications

Anna Kukleva, Fadime Sener, Edoardo Remelli, Bugra Tekin, Eric Sauser, Bernt Schiele, Shugao Ma
X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization. CoRR (2024)
Noor Ahmed, Anna Kukleva, Bernt Schiele
OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning. CoRR (2024)
Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele
Revisiting Consistency Regularization for Semi-Supervised Learning. Int. J. Comput. Vis. 131 (3) (2023)
Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele, Hilde Kuehne
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale. CoRR (2023)
Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning. CoRR (2023)
Wei Lin, Anna Kukleva, Horst Possegger, Hilde Kuehne, Horst Bischof
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering. CoRR (2023)
Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints. CoRR (2023)
Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht
Temperature Schedules for self-supervised contrastive methods on long-tail data. ICLR (2023)
Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval. ICCV (2023)
Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht
Temperature Schedules for Self-Supervised Contrastive Methods on Long-Tail Data. CoRR (2023)
Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne
Learning by Sorting: Self-supervised Learning with Group Ordering Constraints. ICCV (2023)
Wei Lin, Anna Kukleva, Horst Possegger, Hilde Kuehne, Horst Bischof
TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering. CVWW (2023)
Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne
In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval. CoRR (2023)
Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning. ICCV (2023)
Yue Fan, Dengxin Dai, Anna Kukleva, Bernt Schiele
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning. CVPR (2022)
Wei Lin, Anna Kukleva, Kunyang Sun, Horst Possegger, Hilde Kuehne, Horst Bischof
CycDA: Unsupervised Cycle Domain Adaptation to Learn from Image to Video. ECCV (3) (2022)
Enea Duka, Anna Kukleva, Bernt Schiele
Leveraging Self-Supervised Training for Unintentional Action Recognition. CoRR (2022)
Enea Duka, Anna Kukleva, Bernt Schiele
Leveraging Self-Supervised Training for Unintentional Action Recognition. ECCV Workshops (4) (2022)
Wei Lin, Anna Kukleva, Kunyang Sun, Horst Possegger, Hilde Kuehne, Horst Bischof
CycDA: Unsupervised Cycle Domain Adaptation from Image to Video. CoRR (2022)
Anna Kukleva, Hilde Kuehne, Bernt Schiele
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting. ICCV (2021)
Yue Fan, Anna Kukleva, Bernt Schiele
Revisiting Consistency Regularization for Semi-Supervised Learning. CoRR (2021)
Anna Kukleva, Hilde Kuehne, Bernt Schiele
Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting. CoRR (2021)
Rosaura G. VidalMata, Walter J. Scheirer, Anna Kukleva, David D. Cox, Hilde Kuehne
Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences. WACV (2021)
Yue Fan, Anna Kukleva, Bernt Schiele
Revisiting Consistency Regularization for Semi-supervised Learning. GCPR (2021)
Anna Kukleva, Makarand Tapaswi, Ivan Laptev
Learning Interactions and Relationships Between Movie Characters. CVPR (2020)
Anna Kukleva, Makarand Tapaswi, Ivan Laptev
Learning Interactions and Relationships between Movie Characters. CoRR (2020)
Anna Kukleva, Hilde Kuehne, Fadime Sener, Juergen Gall
Unsupervised learning of action classes with continuous temporal embedding. CoRR (2019)
Anna Kukleva, Mohammad Asif Khan, Hafez Farazi, Sven Behnke
Utilizing Temporal Information in Deep Convolutional Network for Efficient Soccer Ball Detection and Tracking. CoRR (2019)
Anna Kukleva, Mohammad Asif Khan, Hafez Farazi, Sven Behnke
Utilizing Temporal Information in Deep Convolutional Network for Efficient Soccer Ball Detection and Tracking. RoboCup (2019)
Anna Kukleva, Hilde Kuehne, Fadime Sener, Jürgen Gall
Unsupervised Learning of Action Classes With Continuous Temporal Embedding. CVPR (2019)