ML Anthology

Koepke, A. Sophia

13 publications

ICCV 2025 VGGSounder: Audio-Visual Evaluations for Foundation Models Daniil Zverev, Thaddäus Wiedemer, Ameya Prabhu, Matthias Bethge, Wieland Brendel, A. Sophia Koepke
CVPRW 2024 Audio-Visual Generalized Zero-Shot Learning Using Pre-Trained Large Multi-Modal Models David Kurzendörfer, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
ICLR 2024 Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer Between Any Pretrained Model Karsten Roth, Lukas Thede, A. Sophia Koepke, Oriol Vinyals, Olivier J Henaff, Zeynep Akata
TMLR 2023 Addressing Caveats of Neural Persistence with Deep Graph Persistence Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke
ICMLW 2023 Caveats of Neural Persistence in Deep Neural Networks Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke
CVPRW 2023 Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata
ICCV 2023 Image-Free Classifier Injection for Zero-Shot Classification Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata
ICCV 2023 Waffling Around for Performance: Visual Classification with Random Words and Broad Concepts Karsten Roth, Jae Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata
CVPR 2022 Audio-Visual Generalised Zero-Shot Learning with Cross-Modal Attention and Language Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata
CoRL 2022 PlanT: Explainable Planning Transformers via Object-Level Representations Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger
ECCV 2022 Temporal and Cross-Modal Attention for Audio-Visual Zero-Shot Learning Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
CVPR 2021 Distilling Audio-Visual Knowledge by Compositional Contrastive Learning Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata
ICCVW 2019 Self-Supervised Learning of Class Embeddings from Video Olivia Wiles, A. Sophia Koepke, Andrew Zisserman