A. Sophia Koepke

48 papers A* 6A 3Misc 3Journal 27Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models. CoRR Anne Harrington, A. Sophia Koepke, Shyamgopal Karthik, Trevor Darrell, Alexei A. Efros
2025	—	`conf`	On the Dangers of Bootstrapping Generation for Continual Learning and Beyond. DAGM GCPR Daniil Zverev, A. Sophia Koepke, João F. Henriques
2025	J	`jnl`	On the Dangers of Bootstrapping Generation for Continual Learning and Beyond. CoRR Daniil Zverev, A. Sophia Koepke, João F. Henriques
2025	J	`jnl`	VGGSounder: Audio-Visual Evaluations for Foundation Models. CoRR Daniil Zverev, Thaddäus Wiedemer, Ameya Prabhu, Matthias Bethge, Wieland Brendel, A. Sophia Koepke
2024	J	`jnl`	A SOUND APPROACH: Using Large Language Models to generate audio descriptions for egocentric text-audio retrieval. CoRR Andreea-Maria Oncescu, João F. Henriques, Andrew Zisserman, Samuel Albanie, A. Sophia Koepke
2024	Misc	`conf`	A Sound Approach: Using Large Language Models to Generate Audio Descriptions for Egocentric Text-Audio Retrieval. ICASSP Andreea-Maria Oncescu, João F. Henriques, Andrew Zisserman, Samuel Albanie, A. Sophia Koepke
2024	—	`conf`	Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models. CVPR Workshops David Kurzendörfer, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
2024	J	`jnl`	Audio-Visual Generalized Zero-Shot Learning using Pre-Trained Large Multi-Modal Models. CoRR David Kurzendörfer, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
2024	A*	`conf`	Dissecting Temporal Understanding in Text-to-Audio Retrieval. ACM Multimedia Andreea-Maria Oncescu, João F. Henriques, A. Sophia Koepke
2024	J	`jnl`	Dissecting Temporal Understanding in Text-to-Audio Retrieval. CoRR Andreea-Maria Oncescu, João F. Henriques, A. Sophia Koepke
2024	A*	`conf`	Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model. ICLR Karsten Roth, Lukas Thede, A. Sophia Koepke, Oriol Vinyals, Olivier J. Hénaff, Zeynep Akata
2023	J	`jnl`	Addressing caveats of neural persistence with deep graph persistence. CoRR Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke
2023	J	`jnl`	Addressing caveats of neural persistence with deep graph persistence. Trans. Mach. Learn. Res. Leander Girrbach, Anders Christensen, Ole Winther, Zeynep Akata, A. Sophia Koepke
2023	J	`jnl`	Audio Retrieval With Natural Language Queries: A Benchmark Study. IEEE Trans. Multim. A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie
2023	—	`conf`	Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CVPR Workshops Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata
2023	J	`jnl`	Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval. CoRR Jae-Myung Kim, A. Sophia Koepke, Cordelia Schmid, Zeynep Akata
2023	A*	`conf`	Image-free Classifier Injection for Zero-Shot Classification. ICCV Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata
2023	J	`jnl`	Image-free Classifier Injection for Zero-Shot Classification. CoRR Anders Christensen, Massimiliano Mancini, A. Sophia Koepke, Ole Winther, Zeynep Akata
2023	—	`conf`	Text-to-Feature Diffusion for Audio-Visual Few-Shot Learning. DAGM Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
2023	J	`jnl`	Text-to-feature diffusion for audio-visual few-shot learning. CoRR Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
2023	A	`conf`	Video-adverb retrieval with compositional adverb-action embeddings. BMVC Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
2023	J	`jnl`	Video-adverb retrieval with compositional adverb-action embeddings. CoRR Thomas Hummel, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata
2023	A*	`conf`	Waffling around for Performance: Visual Classification with Random Words and Broad Concepts. ICCV Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata
2023	J	`jnl`	Waffling around for Performance: Visual Classification with Random Words and Broad Concepts. CoRR Karsten Roth, Jae-Myung Kim, A. Sophia Koepke, Oriol Vinyals, Cordelia Schmid, Zeynep Akata
2023	—	`conf`	Zero-Shot Translation of Attention Patterns in VQA Models to Natural Language. DAGM Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
2023	J	`jnl`	Zero-shot Translation of Attention Patterns in VQA Models to Natural Language. CoRR Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
2023	J	`jnl`	Zero-shot audio captioning with audio-language model guidance and audio context keywords. CoRR Leonard Salewski, Stefan Fauth, A. Sophia Koepke, Zeynep Akata
2022	J	`jnl`	Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language. CoRR Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata
2022	A*	`conf`	Audiovisual Generalised Zero-shot Learning with Cross-modal Attention and Language. CVPR Otniel-Bogdan Mercea, Lukas Riesch, A. Sophia Koepke, Zeynep Akata
2022	J	`jnl`	CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations. CoRR Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
2022	Misc	`conf`	PlanT: Explainable Planning Transformers via Object-Level Representations. CoRL Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger
2022	J	`jnl`	PlanT: Explainable Planning Transformers via Object-Level Representations. CoRR Katrin Renz, Kashyap Chitta, Otniel-Bogdan Mercea, A. Sophia Koepke, Zeynep Akata, Andreas Geiger
2022	—	`conf`	Temporal and Cross-modal Attention for Audio-Visual Zero-Shot Learning. ECCV (20) Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
2022	J	`jnl`	Temporal and cross-modal attention for audio-visual zero-shot learning. CoRR Otniel-Bogdan Mercea, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
2021	A	`conf`	Audio Retrieval with Natural Language Queries. Interspeech Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie
2021	J	`jnl`	Audio Retrieval with Natural Language Queries. CoRR Andreea-Maria Oncescu, A. Sophia Koepke, João F. Henriques, Zeynep Akata, Samuel Albanie
2021	J	`jnl`	Audio Retrieval with Natural Language Queries: A Benchmark Study. CoRR A. Sophia Koepke, Andreea-Maria Oncescu, João F. Henriques, Zeynep Akata, Samuel Albanie
2021	A*	`conf`	Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. CVPR Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata
2021	J	`jnl`	Distilling Audio-Visual Knowledge by Compositional Contrastive Learning. CoRR Yanbei Chen, Yongqin Xian, A. Sophia Koepke, Ying Shan, Zeynep Akata
2021	J	`jnl`	Where and When: Space-Time Attention for Audio-Visual Explanations. CoRR Yanbei Chen, Thomas Hummel, A. Sophia Koepke, Zeynep Akata
2020	—	`conf`	CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations. xxAI@ICML Leonard Salewski, A. Sophia Koepke, Hendrik P. A. Lensch, Zeynep Akata
2020	Misc	`conf`	Sight to Sound: An End-to-End Approach for Visual Piano Transcription. ICASSP A. Sophia Koepke, Olivia Wiles, Yael Moses, Andrew Zisserman
2019	—	`conf`	Self-Supervised Learning of Class Embeddings from Video. ICCV Workshops Olivia Wiles, A. Sophia Koepke, Andrew Zisserman
2019	J	`jnl`	Self-supervised learning of class embeddings from video. CoRR Olivia Wiles, A. Sophia Koepke, Andrew Zisserman
2018	A	`conf`	Self-supervised learning of a facial attribute embedding from video. BMVC A. Sophia Koepke, Olivia Wiles, Andrew Zisserman
2018	J	`jnl`	Self-supervised learning of a facial attribute embedding from video. CoRR Olivia Wiles, A. Sophia Koepke, Andrew Zisserman
2018	—	`conf`	X2Face: A Network for Controlling Face Generation Using Images, Audio, and Pose Codes. ECCV (13) Olivia Wiles, A. Sophia Koepke, Andrew Zisserman
2018	J	`jnl`	X2Face: A network for controlling face generation by using images, audio, and pose codes. CoRR Olivia Wiles, A. Sophia Koepke, Andrew Zisserman