| 2026 | WACV | MM-TS: Multi-Modal Temperature and Margin Schedules for Contrastive Learning with Long-Tail Data. | Siarhei Sheludzko, Dhimitrios Duka, Bernt Schiele, Hilde Kuehne, Anna Kukleva |
| 2025 | CVPR | T-FAKE: Synthesizing Thermal Images for Facial Landmarking. | Philipp Flotho, Moritz Piening, Anna Kukleva, Gabriele Steidl |
| 2025 | CVPR | VideoGEM: Training-free Action Grounding in Videos. | Felix Vogel, Walid Bousselham, Anna Kukleva, Nina Shvetsova, Hilde Kuehne |
| 2024 | CVPR | OrCo: Towards Better Generalization via Orthogonality and Contrast for Few-Shot Class-Incremental Learning. | Noor Ahmed, Anna Kukleva, Bernt Schiele |
| 2024 | CVPR | X-MIC: Cross-Modal Instance Conditioning for Egocentric Action Generalization. | Anna Kukleva, Fadime Sener, Edoardo Remelli, Bugra Tekin, Eric Sauser, Bernt Schiele, Shugao Ma |
| 2024 | ECCV | HowToCaption: Prompting LLMs to Transform Video Annotations at Scale. | Nina Shvetsova, Anna Kukleva, Xudong Hong, Christian Rupprecht, Bernt Schiele, Hilde Kuehne |
| 2023 | ICCV | SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning. | Yue Fan, Anna Kukleva, Dengxin Dai, Bernt Schiele |
| 2023 | ICCV | In-Style: Bridging Text and Uncurated Videos with Style Transfer for Text-Video Retrieval. | Nina Shvetsova, Anna Kukleva, Bernt Schiele, Hilde Kuehne |
| 2023 | ICCV | Learning by Sorting: Self-supervised Learning with Group Ordering Constraints. | Nina Shvetsova, Felix Petersen, Anna Kukleva, Bernt Schiele, Hilde Kuehne |
| 2023 | ICLR | Temperature Schedules for self-supervised contrastive methods on long-tail data. | Anna Kukleva, Moritz Bhle, Bernt Schiele, Hilde Kuehne, Christian Rupprecht |
| 2022 | CVPR | CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning. | Yue Fan, Dengxin Dai, Anna Kukleva, Bernt Schiele |
| 2022 | ECCV | Leveraging Self-Supervised Training for Unintentional Action Recognition. | Enea Duka, Anna Kukleva, Bernt Schiele |
| 2022 | ECCV | CycDA: Unsupervised Cycle Domain Adaptation to Learn from Image to Video. | Wei Lin, Anna Kukleva, Kunyang Sun, Horst Possegger, Hilde Kuehne, Horst Bischof |
| 2021 | ICCV | Generalized and Incremental Few-Shot Learning by Explicit Learning and Calibration without Forgetting. | Anna Kukleva, Hilde Kuehne, Bernt Schiele |
| 2021 | WACV | 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 |
| 2020 | CVPR | Learning Interactions and Relationships Between Movie Characters. | Anna Kukleva, Makarand Tapaswi, Ivan Laptev |
| 2019 | CVPR | Unsupervised Learning of Action Classes With Continuous Temporal Embedding. | Anna Kukleva, Hilde Kuehne, Fadime Sener, Jrgen Gall |
| 2019 | RoboCup | Utilizing Temporal Information in Deep Convolutional Network for Efficient Soccer Ball Detection and Tracking. | Anna Kukleva, Mohammad Asif Khan, Hafez Farazi, Sven Behnke |