A. Sophia Koepke
11 papers · 2018–2026 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze
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Conference Pioneer
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Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(4)
Learning Types Β· Machine Learning
(3)
Application Areas
(2)
Core Methods
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Keywords
audio-visual learning
(3)
pre-trained model
(3)
multimodal learning
(3)
knowledge distillation
(2)
zero-shot learning
(2)
feature learning
(1)
autonomous driving
(1)
transformer architecture
(1)
video classification
(1)
contrastive learning
(1)
transfer learning
(1)
cross-modal retrieval
(1)
imitation learning
(1)
text-to-image generation
(1)
representation learning
(1)
semantic knowledge
(1)
visual classification
(1)
audio retrieval
(1)
diffusion model
(1)
unsupervised learning
(1)
Papers
It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models
CVPR 2026
VGGSounder: Audio-Visual Evaluations for Foundation Models
ICCV 2025
Fantastic Gains and Where to Find Them: On the Existence and Prospect of General Knowledge Transfer between Any Pretrained Model
ICLR 2024
Image-Free Classifier Injection for Zero-Shot Classification
ICCV 2023
Waffling Around for Performance: Visual Classification with Random Words and Broad Concepts
ICCV 2023
Audio-Visual Generalised Zero-Shot Learning With Cross-Modal Attention and Language
CVPR 2022
PlanT: Explainable Planning Transformers via Object-Level Representations
CoRL 2022
Temporal and Cross-Modal Attention for Audio-Visual Zero-Shot Learning
ECCV 2022
Audio Retrieval with Natural Language Queries
Interspeech 2021
Distilling Audio-Visual Knowledge by Compositional Contrastive Learning
CVPR 2021
X2Face: A network for controlling face generation using images, audio, and pose codes
ECCV 2018