Anna Kukleva

According to our database, Anna Kukleva authored at least 21 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Advancing image and video recognition with less supervision.

Anna Kukleva

PhD thesis, 2024

T-FAKE: Synthesizing Thermal Images for Facial Landmarking.

Philipp Flotho, Moritz Piening, Anna Kukleva, Gabriele Steidl

CoRR, 2024

HowToCaption: Prompting LLMs to Transform Video Annotations at Scale.

Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele, Hilde Kuehne

Proceedings of the Computer Vision - ECCV 2024, 2024

X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization.

Anna Kukleva, Fadime Sener, Edoardo Remelli, Bugra Tekin, Eric Sauser, Bernt Schiele, Shugao Ma

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning.

Noor Ahmed, Anna Kukleva, Bernt Schiele

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Revisiting Consistency Regularization for Semi-Supervised Learning.

Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele

Int. J. Comput. Vis., March, 2023

Temperature Schedules for self-supervised contrastive methods on long-tail data.

Anna Kukleva, Moritz Böhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning by Sorting: Self-supervised Learning with Group Ordering Constraints.

Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval.

Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning.

Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

TAEC: Unsupervised Action Segmentation with Temporal-Aware Embedding and Clustering.

Wei Lin, Anna Kukleva, Horst Possegger, Hilde Kuehne, Horst Bischof

Proceedings of the 26th Computer Vision Winter Workshop (CVWW 2023), 2023

2022

CycDA: Unsupervised Cycle Domain Adaptation from Image to Video.

Wei Lin, Anna Kukleva, Kunyang Sun, Horst Possegger, Hilde Kuehne, Horst Bischof

CoRR, 2022

CycDA: Unsupervised Cycle Domain Adaptation to Learn from Image to Video.

Wei Lin, Anna Kukleva, Kunyang Sun, Horst Possegger, Hilde Kuehne, Horst Bischof

Proceedings of the Computer Vision - ECCV 2022, 2022

Leveraging Self-Supervised Training for Unintentional Action Recognition.

Enea Duka, Anna Kukleva, Bernt Schiele

Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning.

Yue Fan, Dengxin Dai, Anna Kukleva, Bernt Schiele

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Joint Visual-Temporal Embedding for Unsupervised Learning of Actions in Untrimmed Sequences.

Rosaura G. VidalMata, Walter J. Scheirer, Anna Kukleva, David D. Cox, Hilde Kuehne

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting.

Anna Kukleva, Hilde Kuehne, Bernt Schiele

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Revisiting Consistency Regularization for Semi-supervised Learning.

Yue Fan, Anna Kukleva, Bernt Schiele

Proceedings of the Pattern Recognition - 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28, 2021

2020

Learning Interactions and Relationships Between Movie Characters.

Anna Kukleva, Makarand Tapaswi, Ivan Laptev

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Utilizing Temporal Information in Deep Convolutional Network for Efficient Soccer Ball Detection and Tracking.

Anna Kukleva, Mohammad Asif Khan, Hafez Farazi, Sven Behnke

Proceedings of the RoboCup 2019: Robot World Cup XXIII [Sydney, 2019

Unsupervised Learning of Action Classes With Continuous Temporal Embedding.

Anna Kukleva, Hilde Kuehne, Fadime Sener, Jürgen Gall

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019